GLOBAL BMU Analysis
ian enochs
2025-12-19
This document was created to analyze NCRMP BMU data
1 Load and clean data
## # A tibble: 3 × 1
## species
## <chr>
## 1 iso
## 2 ofav
## 3 plob## $in_barData_pacific_but_not_in_csv
## character(0)
##
## $in_csv_but_not_in_barData_pacific
## character(0)## $in_barData_atlantic_but_not_in_csv
## character(0)
##
## $in_csv_but_not_in_barData_atlantic
## character(0)
##
## Calculated (imputed) volumeBlockPre tagNum values:## ofav: 1321, 1322, 1323, 1324, 1325, 4860, 4861, 4862, 4863, 4864, 4865, 4866, 4867, 4868, 4869, 4870, 4871, 4872, 4873, 4874, 4875, 4876, 4877, 4878, 4879, 4880, 4881, 4882, 4883, 4884, 4885, 4886, 4887, 4888, 4889, 4890, 4891, 4892, 4893, 4894, 4895, 4896, 4897, 4898, 4899## plob: 1601, 1604, 1605, 1607, 1609, 1611, 1612, 1613, 1614, 1615, 1616, 1617, 1618, 1619, 1620, 1635, 1637, 1638, 1639, 1640, 1661, 1662, 1663, 1664, 1665, 1681, 1682, 1683, 1684, 1685, 3229, 3233, 3263, 4578, 4723, 6403, 6404, 6405, 6407, 6409, 64121.0.1 Identify and remove bars with NA’s (except those in density)
| Bar tag | deltaMass_mgcm2y | deltaVolume_mm3cm2y | deltaDensity_mgcm3cm2y | macroboring_mm3cm2y | grazing_mm3cm2y |
|---|---|---|---|---|---|
| 1001 | Â | Â | NA | Â | Â |
| 1002 | Â | Â | NA | Â | Â |
| 1003 | Â | Â | NA | Â | Â |
| 1004 | Â | Â | NA | Â | Â |
| 1005 | Â | Â | NA | Â | Â |
| 1008 | Â | Â | NA | Â | Â |
| 1009 | Â | Â | NA | Â | Â |
| 1010 | Â | Â | NA | Â | Â |
| 1011 | Â | Â | NA | Â | Â |
| 1012 | Â | Â | NA | Â | Â |
| 1013 | Â | Â | NA | Â | Â |
| 1014 | NA | NA | NA | NA | NA |
| 1015 | Â | Â | NA | Â | Â |
| 1016 | Â | Â | NA | Â | Â |
| 1017 | NA | NA | NA | NA | NA |
| 1018 | Â | Â | NA | Â | Â |
| 1019 | Â | Â | NA | Â | Â |
| 1020 | NA | NA | NA | NA | NA |
| 1021 | Â | Â | NA | Â | Â |
| 1022 | Â | Â | NA | Â | Â |
| 1023 | Â | Â | NA | Â | Â |
| 1024 | Â | Â | NA | Â | Â |
| 1025 | Â | Â | NA | Â | Â |
| 1026 | Â | Â | NA | Â | Â |
| 1027 | Â | Â | NA | Â | Â |
| 1028 | Â | Â | NA | Â | Â |
| 1030 | Â | Â | NA | Â | Â |
| 1031 | Â | Â | NA | Â | Â |
| 1032 | Â | Â | NA | Â | Â |
| 1033 | Â | Â | NA | Â | Â |
| 1034 | Â | Â | NA | Â | Â |
| 1035 | Â | Â | NA | Â | Â |
| 1036 | Â | NA | NA | NA | NA |
| 1038 | NA | NA | NA | NA | NA |
| 1041 | NA | NA | NA | NA | NA |
| 1043 | Â | Â | NA | Â | Â |
| 1044 | Â | Â | NA | Â | Â |
| 1045 | Â | Â | NA | Â | Â |
| 1046 | Â | Â | NA | Â | Â |
| 1047 | NA | NA | NA | NA | NA |
| 1048 | Â | Â | NA | Â | Â |
| 1049 | Â | NA | NA | NA | NA |
| 1050 | NA | NA | NA | NA | NA |
| 1051 | Â | Â | NA | Â | Â |
| 1052 | Â | Â | NA | Â | Â |
| 1053 | Â | Â | NA | Â | Â |
| 1054 | Â | Â | NA | Â | Â |
| 1055 | Â | Â | NA | Â | Â |
| 1056 | Â | NA | NA | NA | NA |
| 1057 | Â | NA | NA | NA | NA |
| 1058 | Â | Â | NA | Â | Â |
| 1059 | NA | NA | NA | NA | NA |
| 1060 | Â | Â | NA | Â | Â |
| 1061 | NA | NA | NA | NA | NA |
| 1062 | Â | NA | NA | NA | NA |
| 1064 | Â | Â | NA | Â | Â |
| 1065 | Â | Â | NA | Â | Â |
| 1066 | Â | Â | NA | Â | Â |
| 1067 | Â | Â | NA | Â | Â |
| 1068 | Â | Â | NA | Â | Â |
| 1069 | Â | Â | NA | Â | Â |
| 1070 | Â | NA | NA | NA | NA |
| 1071 | Â | NA | NA | NA | NA |
| 1072 | NA | NA | NA | NA | NA |
| 1073 | NA | NA | NA | NA | NA |
| 1074 | Â | Â | NA | Â | Â |
| 1075 | Â | NA | NA | NA | NA |
| 1076 | Â | Â | NA | Â | Â |
| 1077 | Â | NA | NA | NA | NA |
| 1078 | Â | Â | NA | Â | Â |
| 1079 | Â | Â | NA | Â | Â |
| 1080 | Â | Â | NA | Â | Â |
| 1081 | Â | Â | NA | Â | Â |
| 1082 | Â | Â | NA | Â | Â |
| 1083 | Â | Â | NA | Â | Â |
| 1084 | Â | Â | NA | Â | Â |
| 1085 | Â | Â | NA | Â | Â |
| 1086 | Â | Â | NA | Â | Â |
| 1087 | Â | Â | NA | Â | Â |
| 1088 | Â | Â | NA | Â | Â |
| 1089 | Â | Â | NA | Â | Â |
| 1090 | Â | Â | NA | Â | Â |
| 1091 | Â | Â | NA | Â | Â |
| 1092 | NA | NA | NA | NA | NA |
| 1093 | Â | Â | NA | Â | Â |
| 1094 | Â | Â | NA | Â | Â |
| 1095 | NA | NA | NA | NA | NA |
| 1096 | Â | Â | NA | Â | Â |
| 1097 | Â | Â | NA | Â | Â |
| 1098 | Â | NA | NA | NA | NA |
| 1099 | Â | Â | NA | Â | Â |
| 1100 | Â | NA | NA | NA | NA |
| 1206 | NA | NA | NA | NA | NA |
| 1231 | Â | Â | NA | Â | Â |
| 1232 | Â | Â | NA | Â | Â |
| 1233 | Â | Â | NA | Â | Â |
| 1303 | NA | NA | NA | NA | NA |
| 1311 | NA | NA | NA | NA | NA |
| 1321 | Â | Â | NA | Â | Â |
| 1322 | Â | Â | NA | Â | Â |
| 1323 | Â | Â | NA | Â | Â |
| 1324 | Â | Â | NA | Â | Â |
| 1325 | Â | Â | NA | Â | Â |
| 1601 | NA | NA | NA | NA | NA |
| 1601 | NA | NA | NA | NA | NA |
| 1604 | NA | NA | NA | NA | NA |
| 1604 | NA | NA | NA | NA | NA |
| 1605 | NA | NA | NA | NA | NA |
| 1605 | NA | NA | NA | NA | NA |
| 1607 | NA | NA | NA | NA | NA |
| 1607 | NA | NA | NA | NA | NA |
| 1609 | NA | NA | NA | NA | NA |
| 1609 | NA | NA | NA | NA | NA |
| 1610 | NA | NA | NA | NA | NA |
| 1611 | NA | NA | NA | NA | NA |
| 1611 | NA | NA | NA | NA | NA |
| 1612 | NA | NA | NA | NA | NA |
| 1612 | NA | NA | NA | NA | NA |
| 1613 | NA | NA | NA | NA | NA |
| 1613 | NA | NA | NA | NA | NA |
| 1614 | NA | NA | NA | NA | NA |
| 1614 | NA | NA | NA | NA | NA |
| 1615 | NA | NA | NA | NA | NA |
| 1615 | NA | NA | NA | NA | NA |
| 1616 | NA | NA | NA | NA | NA |
| 1616 | NA | NA | NA | NA | NA |
| 1617 | NA | NA | NA | NA | NA |
| 1617 | NA | NA | NA | NA | NA |
| 1618 | NA | NA | NA | NA | NA |
| 1618 | NA | NA | NA | NA | NA |
| 1619 | NA | NA | NA | NA | NA |
| 1619 | NA | NA | NA | NA | NA |
| 1620 | NA | NA | NA | NA | NA |
| 1620 | NA | NA | NA | NA | NA |
| 1626 | NA | NA | NA | NA | NA |
| 1627 | NA | NA | NA | NA | NA |
| 1630 | NA | NA | NA | NA | NA |
| 1631 | NA | NA | NA | NA | NA |
| 1633 | NA | NA | NA | NA | NA |
| 1634 | NA | NA | NA | NA | NA |
| 1635 | NA | NA | NA | NA | NA |
| 1635 | NA | NA | NA | NA | NA |
| 1636 | NA | NA | NA | NA | NA |
| 1637 | NA | NA | NA | NA | NA |
| 1637 | NA | NA | NA | NA | NA |
| 1638 | NA | NA | NA | NA | NA |
| 1638 | NA | NA | NA | NA | NA |
| 1639 | NA | NA | NA | NA | NA |
| 1639 | NA | NA | NA | NA | NA |
| 1640 | NA | NA | NA | NA | NA |
| 1640 | NA | NA | NA | NA | NA |
| 1644 | NA | NA | NA | NA | NA |
| 1645 | NA | NA | NA | NA | NA |
| 1648 | NA | NA | NA | NA | NA |
| 1650 | NA | NA | NA | NA | NA |
| 1653 | NA | NA | NA | NA | NA |
| 1654 | NA | NA | NA | NA | NA |
| 1661 | NA | NA | NA | NA | NA |
| 1661 | NA | NA | NA | NA | NA |
| 1662 | NA | NA | NA | NA | NA |
| 1662 | NA | NA | NA | NA | NA |
| 1663 | NA | NA | NA | NA | NA |
| 1663 | NA | NA | NA | NA | NA |
| 1664 | NA | NA | NA | NA | NA |
| 1664 | NA | NA | NA | NA | NA |
| 1665 | NA | NA | NA | NA | NA |
| 1665 | NA | NA | NA | NA | NA |
| 1680 | NA | NA | NA | NA | NA |
| 1681 | NA | NA | NA | NA | NA |
| 1681 | NA | NA | NA | NA | NA |
| 1682 | NA | NA | NA | NA | NA |
| 1682 | NA | NA | NA | NA | NA |
| 1683 | NA | NA | NA | NA | NA |
| 1683 | NA | NA | NA | NA | NA |
| 1684 | NA | NA | NA | NA | NA |
| 1684 | NA | NA | NA | NA | NA |
| 1685 | NA | NA | NA | NA | NA |
| 1685 | NA | NA | NA | NA | NA |
| 1697 | NA | NA | NA | NA | NA |
| 1700 | NA | NA | NA | NA | NA |
| 2178 | Â | NA | Â | Â | NA |
| 2179 | Â | NA | NA | NA | NA |
| 2180 | Â | NA | NA | NA | NA |
| 2181 | Â | NA | Â | Â | NA |
| 2182 | Â | NA | Â | Â | NA |
| 2183 | Â | NA | Â | Â | NA |
| 2184 | Â | NA | Â | Â | NA |
| 3229 | Â | Â | NA | Â | Â |
| 3233 | Â | Â | NA | Â | Â |
| 3237 | NA | NA | NA | NA | NA |
| 3245 | Â | Â | NA | Â | Â |
| 3247 | Â | Â | NA | Â | Â |
| 3254 | NA | NA | NA | NA | NA |
| 3263 | Â | Â | NA | Â | Â |
| 3268 | NA | NA | NA | NA | NA |
| 3271 | NA | NA | NA | NA | NA |
| 3273 | NA | NA | NA | NA | NA |
| 3586 | NA | NA | NA | NA | NA |
| 3591 | NA | NA | NA | NA | NA |
| 3704 | NA | NA | NA | NA | NA |
| 3732 | NA | NA | NA | NA | NA |
| 3743 | NA | NA | NA | NA | NA |
| 3748 | NA | NA | NA | NA | NA |
| 3758 | NA | NA | NA | NA | NA |
| 3759 | NA | NA | NA | NA | NA |
| 3767 | NA | NA | NA | NA | NA |
| 3774 | NA | NA | NA | NA | NA |
| 3780 | NA | NA | NA | NA | NA |
| 3786 | NA | NA | NA | NA | NA |
| 3794 | NA | NA | NA | NA | NA |
| 3798 | NA | NA | NA | NA | NA |
| 4578 | NA | NA | NA | NA | NA |
| 4601 | Â | NA | NA | Â | NA |
| 4602 | NA | NA | NA | NA | NA |
| 4602 | NA | NA | NA | NA | NA |
| 4603 | Â | NA | NA | Â | NA |
| 4604 | Â | NA | NA | Â | NA |
| 4607 | Â | NA | NA | Â | NA |
| 4608 | Â | NA | NA | Â | NA |
| 4610 | NA | NA | NA | NA | NA |
| 4611 | Â | NA | NA | Â | NA |
| 4612 | Â | NA | NA | Â | NA |
| 4613 | Â | NA | NA | Â | NA |
| 4614 | Â | NA | NA | Â | NA |
| 4616 | Â | NA | NA | Â | NA |
| 4617 | Â | NA | NA | Â | NA |
| 4618 | Â | NA | NA | Â | NA |
| 4618 | NA | NA | NA | NA | NA |
| 4619 | NA | NA | NA | NA | NA |
| 4620 | Â | NA | NA | Â | NA |
| 4621 | Â | NA | NA | Â | NA |
| 4622 | Â | NA | NA | Â | NA |
| 4623 | Â | NA | NA | Â | NA |
| 4624 | Â | NA | NA | Â | NA |
| 4626 | Â | NA | NA | Â | NA |
| 4627 | Â | NA | NA | Â | NA |
| 4628 | Â | NA | NA | Â | NA |
| 4628 | NA | NA | NA | NA | NA |
| 4629 | Â | NA | NA | Â | NA |
| 4630 | NA | NA | NA | NA | NA |
| 4631 | Â | NA | NA | Â | NA |
| 4632 | Â | NA | NA | Â | NA |
| 4633 | Â | NA | NA | Â | NA |
| 4634 | Â | NA | NA | Â | NA |
| 4635 | Â | NA | NA | Â | NA |
| 4636 | Â | NA | NA | Â | NA |
| 4637 | Â | NA | NA | Â | NA |
| 4638 | Â | NA | NA | Â | NA |
| 4639 | Â | NA | NA | Â | NA |
| 4641 | Â | NA | NA | Â | NA |
| 4642 | NA | NA | NA | NA | NA |
| 4643 | Â | NA | NA | Â | NA |
| 4644 | NA | NA | NA | NA | NA |
| 4646 | Â | NA | NA | Â | NA |
| 4648 | Â | NA | NA | Â | NA |
| 4650 | Â | NA | NA | Â | NA |
| 4651 | Â | NA | NA | Â | NA |
| 4652 | Â | NA | NA | Â | NA |
| 4654 | Â | NA | NA | Â | NA |
| 4655 | Â | NA | NA | Â | NA |
| 4656 | NA | NA | NA | NA | NA |
| 4657 | Â | NA | NA | Â | NA |
| 4658 | Â | NA | NA | Â | NA |
| 4666 | Â | NA | NA | Â | NA |
| 4668 | Â | NA | NA | Â | NA |
| 4670 | Â | NA | NA | Â | NA |
| 4672 | NA | NA | NA | NA | NA |
| 4674 | Â | NA | NA | Â | NA |
| 4676 | Â | NA | NA | Â | NA |
| 4678 | Â | NA | NA | Â | NA |
| 4679 | Â | NA | NA | Â | NA |
| 4680 | Â | NA | NA | Â | NA |
| 4681 | Â | NA | NA | Â | NA |
| 4683 | Â | NA | NA | Â | NA |
| 4684 | Â | NA | NA | Â | NA |
| 4685 | Â | NA | NA | Â | NA |
| 4685 | NA | NA | NA | NA | NA |
| 4686 | Â | NA | NA | Â | NA |
| 4687 | Â | NA | NA | Â | NA |
| 4688 | Â | NA | NA | Â | NA |
| 4689 | Â | NA | NA | Â | NA |
| 4690 | NA | NA | NA | NA | NA |
| 4691 | Â | NA | NA | Â | NA |
| 4693 | Â | NA | NA | Â | NA |
| 4695 | Â | NA | NA | Â | NA |
| 4696 | Â | NA | NA | Â | NA |
| 4697 | Â | NA | NA | Â | NA |
| 4698 | Â | NA | NA | Â | NA |
| 4699 | Â | NA | NA | Â | NA |
| 4700 | Â | NA | NA | Â | NA |
| 4721 | Â | NA | NA | NA | NA |
| 4723 | Â | Â | NA | Â | Â |
| 4733 | Â | NA | NA | NA | NA |
| 4740 | NA | NA | NA | NA | NA |
| 4741 | NA | NA | NA | NA | NA |
| 4743 | Â | NA | NA | NA | NA |
| 4748 | Â | NA | NA | NA | NA |
| 4759 | NA | NA | NA | NA | NA |
| 4760 | Â | NA | NA | NA | NA |
| 4762 | NA | NA | NA | NA | NA |
| 4763 | Â | NA | NA | NA | NA |
| 4771 | Â | NA | NA | NA | NA |
| 4774 | Â | NA | NA | NA | NA |
| 4786 | NA | NA | NA | NA | NA |
| 4788 | NA | NA | NA | NA | NA |
| 4791 | NA | NA | NA | NA | NA |
| 4795 | NA | NA | NA | NA | NA |
| 4818 | Â | NA | NA | NA | NA |
| 4822 | NA | NA | NA | NA | NA |
| 4823 | Â | NA | NA | NA | NA |
| 4831 | Â | NA | NA | NA | NA |
| 4860 | Â | Â | NA | Â | Â |
| 4861 | Â | Â | NA | Â | Â |
| 4862 | Â | Â | NA | Â | Â |
| 4863 | Â | Â | NA | Â | Â |
| 4864 | Â | Â | NA | Â | Â |
| 4865 | Â | Â | NA | Â | Â |
| 4866 | Â | Â | NA | Â | Â |
| 4867 | Â | Â | NA | Â | Â |
| 4868 | NA | NA | NA | NA | NA |
| 4869 | Â | Â | NA | Â | Â |
| 4870 | Â | Â | NA | Â | Â |
| 4871 | Â | Â | NA | Â | Â |
| 4872 | Â | Â | NA | Â | Â |
| 4873 | Â | Â | NA | Â | Â |
| 4874 | NA | NA | NA | NA | NA |
| 4875 | Â | Â | NA | Â | Â |
| 4876 | NA | NA | NA | NA | NA |
| 4877 | Â | Â | NA | Â | Â |
| 4878 | Â | Â | NA | Â | Â |
| 4879 | NA | NA | NA | NA | NA |
| 4880 | NA | NA | NA | NA | NA |
| 4881 | Â | Â | NA | Â | Â |
| 4882 | Â | Â | NA | Â | Â |
| 4883 | Â | Â | NA | Â | Â |
| 4884 | NA | NA | NA | NA | NA |
| 4885 | Â | Â | NA | Â | Â |
| 4886 | Â | Â | NA | Â | Â |
| 4887 | Â | Â | NA | Â | Â |
| 4888 | Â | Â | NA | Â | Â |
| 4889 | Â | Â | NA | Â | Â |
| 4890 | Â | Â | NA | Â | Â |
| 4891 | Â | Â | NA | Â | Â |
| 4892 | Â | Â | NA | Â | Â |
| 4893 | Â | Â | NA | Â | Â |
| 4894 | Â | Â | NA | Â | Â |
| 4895 | NA | NA | NA | NA | NA |
| 4896 | Â | Â | NA | Â | Â |
| 4897 | Â | Â | NA | Â | Â |
| 4898 | Â | Â | NA | Â | Â |
| 4899 | Â | Â | NA | Â | Â |
| 4918 | Â | Â | Â | NA | NA |
| 4919 | NA | NA | NA | NA | NA |
| 4920 | NA | NA | NA | NA | NA |
| 4922 | Â | Â | Â | NA | NA |
| 4925 | Â | Â | Â | NA | NA |
| 4976 | Â | NA | NA | NA | NA |
| 4977 | Â | NA | NA | NA | NA |
| 4978 | Â | NA | NA | NA | NA |
| 4979 | Â | NA | NA | NA | NA |
| 4980 | Â | Â | NA | Â | Â |
| 4981 | Â | Â | NA | Â | Â |
| 4982 | Â | Â | NA | Â | Â |
| 4983 | Â | Â | NA | Â | Â |
| 4984 | Â | Â | NA | Â | Â |
| 4985 | Â | Â | NA | Â | Â |
| 4996 | Â | NA | NA | Â | NA |
| 5000 | Â | NA | NA | Â | NA |
| 6403 | NA | NA | NA | NA | NA |
| 6404 | NA | NA | NA | NA | NA |
| 6405 | NA | NA | NA | NA | NA |
| 6407 | NA | NA | NA | NA | NA |
| 6409 | NA | NA | NA | NA | NA |
| 6412 | NA | NA | NA | NA | NA |
| 6440 | NA | NA | NA | NA | NA |
| 6526 | Â | Â | Â | NA | NA |
| 6530 | Â | Â | Â | NA | NA |
| 6531 | NA | NA | NA | NA | NA |
| 6545 | NA | NA | NA | NA | NA |
| 6546 | NA | NA | NA | NA | NA |
| 6548 | NA | NA | NA | NA | NA |
| 6549 | NA | NA | NA | NA | NA |
| 6581 | NA | NA | NA | NA | NA |
## Bars to remove due to NA (excluding density): 2621.0.2 Graph response distributions, remove bar outliers over 3sd
| Bar tag | deltaMass_mgcm2y | deltaVolume_mm3cm2y | deltaDensity_mgcm3cm2y | macroboring_mm3cm2y | grazing_mm3cm2y |
|---|---|---|---|---|---|
| 1015 | Â | Â | NA | -24.8938777859082 | Â |
| 1089 | 349.434480122324 | 323.694505156728 | NA | Â | Â |
| 1091 | 204.908263630731 | 179.12630353005 | NA | Â | Â |
| 1099 | 358.255125506704 | 185.217165931946 | NA | Â | Â |
| 1202 | Â | Â | Â | Â | -111.780156371243 |
| 1307 | Â | Â | Â | -24.5193132628601 | Â |
| 1621 | Â | Â | Â | -28.9974082568807 | Â |
| 1652 | Â | Â | Â | -31.2095522826452 | Â |
| 1655 | Â | Â | Â | -35.0926548338369 | Â |
| 1668 | Â | Â | Â | -29.4517093515038 | Â |
| 1677 | Â | Â | Â | -29.4132597117794 | Â |
| 3209 | 298.84749589491 | 169.089583222154 | Â | Â | Â |
| 3223 | Â | Â | 6.62596111353211 | Â | Â |
| 3224 | Â | Â | -3.83347528923408 | Â | Â |
| 3230 | Â | Â | Â | Â | -118.902026911429 |
| 3257 | Â | Â | Â | -30.0331134324082 | Â |
| 3261 | 178.62672604253 | 114.04805057132 | Â | Â | Â |
| 3267 | Â | Â | Â | Â | -118.057946004559 |
| 3272 | Â | Â | -9.1543745044013 | Â | Â |
| 3274 | Â | Â | -6.79311600957022 | Â | -123.858158064836 |
| 3286 | Â | Â | Â | -40.20584745116 | Â |
| 3701 | Â | Â | Â | -26.3157627875794 | Â |
| 3761 | Â | Â | Â | Â | -123.61576600303 |
| 3772 | Â | Â | Â | -46.4086290266996 | Â |
| 3773 | Â | Â | -9.27418068209876 | Â | Â |
| 4881 | Â | Â | NA | -27.351762336159 | Â |
| 4896 | Â | Â | NA | -29.1832910299278 | Â |
| 4913 | Â | Â | -4.47262853407638 | Â | Â |
| 4915 | Â | Â | -4.69132108660914 | Â | Â |
| 4926 | Â | Â | 8.28476761202485 | Â | Â |
| 4927 | Â | Â | 7.75247275694444 | Â | Â |
| 6422 | Â | Â | Â | -64.5657941863532 | Â |
| 6442 | Â | -139.76654149661 | Â | Â | -137.108488703915 |
| 6443 | Â | Â | Â | -32.1697529503733 | Â |
| 6453 | Â | Â | Â | Â | -137.944670965684 |
| 6540 | Â | Â | Â | -26.1374506049242 | Â |
| 6563 | Â | Â | Â | -42.9801620597015 | Â |
| 6585 | Â | Â | -14.4566789097368 | Â | Â |
## Bars to remove due to ±3 SD outliers: 381.0.3 Graph deployment duration
1.0.4 Clean data
Remove data that is 1. Not successfully recovered 2. Not plob or mcav 3. Tag 1022 4. Data from Maug seep 5. Grazing data that is positive 6. Deployed for more than 6 years or less than 2 years 7. Depth is less than 10m
1.0.5 Remove sites with low replication
## ### loc3 removed due to insufficient replication (< 3 BARs)| site | n_bar | n_parrot_comm | n_parrot_fxn |
|---|---|---|---|
| keys-uki | 0 | 37 | 74 |
| frenchFrigateShoals-north | 0 | 32 | 64 |
| keys-lko | 0 | 22 | 44 |
| keys-mko | 0 | 22 | 44 |
| puertoRico-southwest | 0 | 18 | 36 |
| keys-lki | 0 | 16 | 32 |
| oahu-southeast | 0 | 14 | 28 |
| frenchFrigateShoals-east | 0 | 11 | 22 |
| pearlHermes-east | 0 | 11 | 22 |
| keys-mki | 0 | 10 | 20 |
| maug-innerHCO2 | 0 | 10 | 20 |
| maug-innerMCO2 | 0 | 10 | 20 |
| hawaii-south | 0 | 10 | 20 |
| hawaii-east | 0 | 10 | 20 |
| oahu-southwest | 0 | 10 | 20 |
| frenchFrigateShoals-south | 0 | 10 | 20 |
| frenchFrigateShoals-west | 1 | 10 | 20 |
| jarvis-east | 2 | 28 | 56 |
| saintJohn-east | 2 | 13 | 26 |
| pearlHermes-north | 2 | 11 | 22 |
| saipan-north | 2 | 11 | 22 |
## Total BARs before filtering: 420## Total BARs removed: 9## Percent removed: 2.1 %1.0.6 Check binds across datasets
| loc1 | in_BAR | in_PARROT | in_ENV | match_status |
|---|---|---|---|---|
| caribbean | TRUE | TRUE | TRUE | MATCH |
| florida | TRUE | TRUE | TRUE | MATCH |
| flowerGardenBanks | TRUE | TRUE | TRUE | MATCH |
| marianas | TRUE | TRUE | TRUE | MATCH |
| middleHawaiianIslands | TRUE | TRUE | TRUE | MATCH |
| northwestHawaiianIslands | TRUE | TRUE | TRUE | MATCH |
| pacificRemoteIslandArea | TRUE | TRUE | TRUE | MATCH |
| samoa | TRUE | TRUE | TRUE | MATCH |
| loc2 | in_BAR | in_PARROT | in_ENV | match_status |
|---|---|---|---|---|
| dryTortugas | TRUE | TRUE | TRUE | MATCH |
| flowerGardenBanks | TRUE | TRUE | TRUE | MATCH |
| guam | TRUE | TRUE | TRUE | MATCH |
| hawaii | TRUE | TRUE | TRUE | MATCH |
| jarvis | TRUE | TRUE | TRUE | MATCH |
| keys | TRUE | TRUE | TRUE | MATCH |
| maug | TRUE | TRUE | TRUE | MATCH |
| oahu | TRUE | TRUE | TRUE | MATCH |
| ofu | TRUE | TRUE | TRUE | MATCH |
| pagan | TRUE | TRUE | TRUE | MATCH |
| palmyra | TRUE | TRUE | TRUE | MATCH |
| pearlHermes | TRUE | TRUE | TRUE | MATCH |
| puertoRico | TRUE | TRUE | TRUE | MATCH |
| saintCroix | TRUE | TRUE | TRUE | MATCH |
| saintJohn | TRUE | TRUE | TRUE | MATCH |
| saintThomas | TRUE | TRUE | TRUE | MATCH |
| saipan | TRUE | TRUE | TRUE | MATCH |
| tau | TRUE | TRUE | TRUE | MATCH |
| tutuila | TRUE | TRUE | TRUE | MATCH |
| wake | TRUE | TRUE | TRUE | MATCH |
| loc3 | in_BAR | in_PARROT | in_ENV | match_status |
|---|---|---|---|---|
| dryTortugas-west | TRUE | TRUE | TRUE | MATCH |
| flowerGardenBanks-east | TRUE | TRUE | TRUE | MATCH |
| guam-east | TRUE | TRUE | TRUE | MATCH |
| guam-north | TRUE | TRUE | TRUE | MATCH |
| guam-south | TRUE | TRUE | TRUE | MATCH |
| guam-west | TRUE | TRUE | TRUE | MATCH |
| hawaii-north | TRUE | TRUE | TRUE | MATCH |
| hawaii-west | TRUE | TRUE | TRUE | MATCH |
| jarvis-south | TRUE | TRUE | TRUE | MATCH |
| jarvis-west | TRUE | TRUE | TRUE | MATCH |
| keys-uko | TRUE | TRUE | TRUE | MATCH |
| maug-east | TRUE | TRUE | TRUE | MATCH |
| maug-north | TRUE | TRUE | TRUE | MATCH |
| maug-south | TRUE | TRUE | TRUE | MATCH |
| maug-west | TRUE | TRUE | TRUE | MATCH |
| oahu-east | TRUE | TRUE | TRUE | MATCH |
| oahu-north | TRUE | TRUE | FALSE | BAR & PARROT only |
| oahu-south | TRUE | TRUE | TRUE | MATCH |
| oahu-west | TRUE | TRUE | TRUE | MATCH |
| ofu-north | TRUE | TRUE | TRUE | MATCH |
| ofu-south | TRUE | TRUE | TRUE | MATCH |
| pagan-east | TRUE | TRUE | TRUE | MATCH |
| pagan-north | TRUE | TRUE | TRUE | MATCH |
| pagan-south | TRUE | TRUE | TRUE | MATCH |
| pagan-west | TRUE | TRUE | TRUE | MATCH |
| palmyra-east | TRUE | TRUE | TRUE | MATCH |
| palmyra-north | TRUE | TRUE | TRUE | MATCH |
| palmyra-west | TRUE | TRUE | TRUE | MATCH |
| pearlHermes-south | TRUE | TRUE | TRUE | MATCH |
| pearlHermes-west | TRUE | TRUE | FALSE | BAR & PARROT only |
| puertoRico-east | TRUE | TRUE | TRUE | MATCH |
| puertoRico-north | TRUE | TRUE | TRUE | MATCH |
| puertoRico-northeast | TRUE | TRUE | TRUE | MATCH |
| puertoRico-south | TRUE | TRUE | TRUE | MATCH |
| puertoRico-west | TRUE | TRUE | TRUE | MATCH |
| saintCroix-east | TRUE | TRUE | TRUE | MATCH |
| saintCroix-north | TRUE | TRUE | TRUE | MATCH |
| saintCroix-south | TRUE | TRUE | TRUE | MATCH |
| saintCroix-west | TRUE | TRUE | TRUE | MATCH |
| saintJohn-north | TRUE | TRUE | TRUE | MATCH |
| saintJohn-south | TRUE | TRUE | TRUE | MATCH |
| saintJohn-west | TRUE | TRUE | TRUE | MATCH |
| saintThomas-north | TRUE | TRUE | TRUE | MATCH |
| saintThomas-south | TRUE | TRUE | TRUE | MATCH |
| saintThomas-west | TRUE | TRUE | TRUE | MATCH |
| saipan-east | TRUE | TRUE | TRUE | MATCH |
| saipan-northwest | TRUE | TRUE | TRUE | MATCH |
| saipan-south | TRUE | TRUE | TRUE | MATCH |
| saipan-west | TRUE | TRUE | TRUE | MATCH |
| tau-north | TRUE | TRUE | TRUE | MATCH |
| tau-west | TRUE | TRUE | TRUE | MATCH |
| tutuila-east | TRUE | TRUE | TRUE | MATCH |
| tutuila-north | TRUE | TRUE | TRUE | MATCH |
| tutuila-south | TRUE | TRUE | TRUE | MATCH |
| tutuila-west | TRUE | TRUE | TRUE | MATCH |
| wake-east | TRUE | TRUE | TRUE | MATCH |
| wake-north | TRUE | TRUE | TRUE | MATCH |
| wake-south | TRUE | TRUE | TRUE | MATCH |
| wake-west | TRUE | TRUE | TRUE | MATCH |
2 Data exploration
2.1 General
2.1.1 Map of BAR, parrot surveys, and environmental sites
2.1.2 Timeline of BAR data, parrot surveys, and environmental data
2.2 BAR data
2.2.1 Summary
There are a total of 411 bars included in this study. Sites are
divided at three levels across 2 basins. The highest level (loc1)
includes 8 large regions including:
caribbean, flowerGardenBanks, florida, marianas,
middleHawaiianIslands, pacificRemoteIslandArea, samoa,
northwestHawaiianIslands
Within these larger regions are 20 sublevels (loc2) that are
generally inclusive of an island including:
saintCroix, saintThomas, flowerGardenBanks, dryTortugas, keys,
puertoRico, saintJohn, guam, hawaii, jarvis, maug, oahu, ofu, pagan,
palmyra, pearlHermes, saipan, tau, tutuila, wake
Most islands or loc2 level includes multiple sites (loc3) within it, totaling 59 loc3 levels across both basins
Deployment dates ranged from 2014-03-25 to 2021-06-26 and recovery dates ranged from 2017-04-19 to 2024-08-24. The deployment duration ranged from 993 to 1950 days and was on 1378.1995134 days.
2.2.2 Calculation of stats for bar alteration by loc2
|
location
|
duration
|
depth
|
deltaMass
|
deltaVolume
|
deltaDensity
|
macroboring
|
grazing
|
accretion
|
|||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| basin | loc1 | loc2 | loc1.2 | maxDays | minDays | n | maxDepth | minDepth | meanDepth | meanDeltaMass | sdDeltaMass | seDeltaMass | meanDeltaVolume | sdDeltaVolume | seDeltaVolume | meanDeltaDensity | sdDeltaDensity | seDeltaDensity | meanMacroboring | sdMacroboring | seMacroboring | meanGrazing | sdGrazing | seGrazing | meanAccretion | sdAccretion | seAccretion |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | 1798 | 1573 | 23 | 16.1 | 13.0 | 14.91304 | -13.448923 | 29.502368 | 6.151669 | -16.040049 | 20.777665 | 4.332442 | 1.1061227 | 0.5320711 | 0.1109445 | -6.3528859 | 5.3297098 | 1.1113213 | -18.84850 | 18.112591 | 3.776736 | 9.161337 | 6.827225 | 1.4235749 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | 1441 | 1090 | 59 | 17.0 | 14.6 | 16.24915 | -9.148334 | 28.583683 | 3.721279 | -17.442065 | 24.135804 | 3.142214 | 0.9913609 | 0.8232730 | 0.1071810 | -3.8274967 | 3.3519761 | 0.4363901 | -25.35870 | 19.735835 | 2.569387 | 11.744134 | 7.247331 | 0.9435221 |
| atlantic | caribbean | saintJohn | caribbean.saintJohn | 1686 | 1632 | 12 | 16.7 | 15.2 | 15.92500 | -29.024773 | 35.636340 | 10.287325 | -28.750337 | 23.233251 | 6.706862 | NaN | NA | NA | -7.1319396 | 3.9029046 | 1.1266715 | -29.47767 | 20.788128 | 6.001016 | 7.859276 | 5.789273 | 1.6712191 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | 1950 | 1142 | 13 | 16.7 | 15.5 | 16.05385 | -32.971049 | 35.340282 | 9.801631 | -33.155309 | 24.640490 | 6.834042 | NaN | NA | NA | -4.0740055 | 3.2882413 | 0.9119941 | -34.95498 | 23.739027 | 6.584022 | 5.873674 | 3.218848 | 0.8927478 |
| atlantic | florida | dryTortugas | florida.dryTortugas | 1093 | 1043 | 18 | 15.2 | 15.2 | 15.20000 | -16.804326 | 29.778896 | 7.018953 | -22.812553 | 24.159547 | 5.694460 | 0.5576937 | 1.7098776 | 0.4030220 | -6.6204479 | 6.8886331 | 1.6236664 | -24.65467 | 20.901698 | 4.926577 | 8.462564 | 4.491876 | 1.0587453 |
| atlantic | florida | keys | florida.keys | 1358 | 1100 | 35 | 12.5 | 12.5 | 12.50000 | 8.533807 | 25.423593 | 4.297372 | -7.012415 | 19.940548 | 3.370568 | 1.2660919 | 0.5830175 | 0.0985479 | -2.9450028 | 3.0297685 | 0.5121243 | -24.79986 | 18.841020 | 3.184714 | 20.732453 | 9.447776 | 1.5969657 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | 1463 | 1220 | 10 | 20.7 | 20.7 | 20.70000 | -72.273648 | 38.913584 | 12.305556 | -59.674049 | 25.840114 | 8.171362 | 1.6500681 | 2.1329018 | 0.6744828 | -0.8068248 | 1.2321116 | 0.3896279 | -64.54982 | 22.081816 | 6.982883 | 5.682598 | 4.678050 | 1.4793294 |
| pacific | marianas | guam | marianas.guam | 1813 | 1085 | 22 | 16.5 | 13.7 | 14.90000 | -16.969641 | 56.932283 | 12.138004 | -19.667064 | 44.487784 | 9.484827 | 1.3931121 | 0.7813143 | 0.1665768 | -1.4235523 | 2.1981541 | 0.4686480 | -38.78312 | 33.185826 | 7.075242 | 20.539605 | 25.370376 | 5.4089824 |
| pacific | marianas | maug | marianas.maug | 1840 | 1133 | 37 | 16.2 | 10.4 | 13.06486 | -20.329619 | 43.155854 | 7.094779 | -26.317644 | 37.678857 | 6.194366 | 1.0373989 | 0.4025262 | 0.0661749 | -0.8864777 | 0.6903796 | 0.1134977 | -36.99524 | 27.985374 | 4.600767 | 11.564079 | 13.009806 | 2.1387989 |
| pacific | marianas | pagan | marianas.pagan | 1879 | 1136 | 32 | 17.4 | 14.6 | 15.86875 | -3.290765 | 33.784461 | 5.972305 | -10.175740 | 29.103407 | 5.144804 | 1.0495521 | 0.5617518 | 0.0993046 | -2.9544263 | 4.6997275 | 0.8308023 | -23.03372 | 18.617781 | 3.291190 | 15.812411 | 15.068079 | 2.6636853 |
| pacific | marianas | saipan | marianas.saipan | 1800 | 1127 | 23 | 17.4 | 12.5 | 15.36522 | -50.308038 | 47.257391 | 9.853847 | -47.155204 | 36.709960 | 7.654556 | 1.6591509 | 0.6307645 | 0.1315235 | -0.8146666 | 1.0867265 | 0.2265981 | -55.21243 | 29.782467 | 6.210074 | 8.871897 | 9.435812 | 1.9675029 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | 1818 | 1064 | 21 | 14.3 | 13.7 | 14.07143 | -18.872941 | 28.483093 | 6.215520 | -19.061123 | 22.776074 | 4.970147 | 1.2084105 | 0.6451226 | 0.1407773 | -5.7729464 | 7.2448232 | 1.5809500 | -22.68798 | 19.003771 | 4.146963 | 9.399808 | 5.576143 | 1.2168141 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | 1849 | 993 | 24 | 14.6 | 12.2 | 13.12500 | -26.317597 | 37.402414 | 7.634736 | -23.561269 | 29.599674 | 6.042008 | 1.0863930 | 1.0448180 | 0.2132726 | -4.6085134 | 5.3117772 | 1.0842620 | -31.26356 | 24.603731 | 5.022216 | 12.310805 | 14.594271 | 2.9790430 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | 1870 | 1088 | 18 | 13.7 | 13.7 | 13.70000 | -4.590498 | 8.488513 | 2.000762 | -7.711617 | 5.267356 | 1.241528 | 1.0012966 | 0.1901713 | 0.0448238 | -0.7394912 | 1.8347163 | 0.4324468 | -12.08787 | 5.082518 | 1.197961 | 5.115749 | 2.295003 | 0.5409374 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | 1210 | 1205 | 6 | 14.9 | 14.6 | 14.75000 | -47.427541 | 33.963475 | 13.865531 | -36.028071 | 19.609786 | 8.005662 | -0.3210824 | 1.3553031 | 0.5533002 | -2.0451382 | 0.5520917 | 0.2253905 | -40.37650 | 14.634540 | 5.974526 | 6.393567 | 5.071751 | 2.0705338 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | 1207 | 1202 | 11 | 14.9 | 13.4 | 14.24545 | -49.808010 | 59.341665 | 17.892185 | -39.125661 | 43.125375 | 13.002790 | 0.6662410 | 0.8372087 | 0.2524279 | -0.3924558 | 1.0214884 | 0.3079903 | -50.40374 | 29.414567 | 8.868825 | 11.670531 | 18.136079 | 5.4682336 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | 1099 | 1063 | 13 | 15.2 | 13.4 | 13.95385 | -65.346024 | 65.024952 | 18.034677 | -45.706538 | 48.406214 | 13.425468 | NaN | NA | NA | -0.7396654 | 0.9924724 | 0.2752623 | -62.21727 | 29.033479 | 8.052438 | 17.250393 | 26.708198 | 7.4075213 |
| pacific | samoa | ofu | samoa.ofu | 1214 | 1199 | 7 | 14.6 | 14.6 | 14.60000 | 6.382131 | 48.624755 | 18.378430 | 4.680463 | 29.713490 | 11.230643 | -0.5377108 | 0.8564338 | 0.3237016 | -5.9346301 | 6.8481269 | 2.5883487 | -14.53138 | 11.833437 | 4.472619 | 25.146469 | 17.989797 | 6.7995043 |
| pacific | samoa | tau | samoa.tau | 1215 | 1206 | 8 | 14.9 | 14.3 | 14.60000 | 41.568708 | 34.003000 | 12.021876 | 29.196089 | 27.647904 | 9.775010 | 0.0392026 | 1.5035917 | 0.5315999 | -2.6640838 | 3.6276438 | 1.2825658 | -4.11234 | 4.635325 | 1.638835 | 35.972513 | 25.555297 | 9.0351617 |
| pacific | samoa | tutuila | samoa.tutuila | 1223 | 1216 | 19 | 15.8 | 13.7 | 14.60000 | 15.614836 | 51.926517 | 11.912760 | 3.532612 | 36.708065 | 8.421408 | -0.5591948 | 1.3716151 | 0.3146701 | -3.1631227 | 2.9894899 | 0.6858360 | -20.39035 | 20.572391 | 4.719630 | 27.086085 | 24.543633 | 5.6306956 |
2.2.3 Calculation of stats for bar alteration by loc3
|
location
|
gps
|
sample size
|
depth
|
deployment
|
duration
|
deltaMass
|
deltaVolume
|
deltaDensity
|
macroboring
|
grazing
|
accretion
|
|||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| basin | loc1 | loc2 | loc1.2 | loc3 | latitude | longitude | n | maxDepth | minDepth | meanDepth | maxDate | minDate | maxDays | minDays | meanDeltaMass | sdDeltaMass | seDeltaMass | meanDeltaVolume | sdDeltaVolume | seDeltaVolume | meanDeltaDensity | sdDeltaDensity | seDeltaDensity | meanMacroboring | sdMacroboring | seMacroboring | meanGrazing | sdGrazing | seGrazing | meanAccretion | sdAccretion | seAccretion |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-east | 18.33066 | -65.33373 | 5 | 14.3 | 14.3 | 14.30000 | 2022-05-07 | 2017-08-11 | 1730 | 1730 | -32.2047447 | 36.753864 | 16.436828 | -31.6562315 | 25.578365 | 11.438992 | NaN | NA | NA | -4.3257666 | 1.7642308 | 0.7889880 | -35.773506 | 24.077054 | 10.7675859 | 8.443041 | 4.257203 | 1.9038789 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-north | 18.48227 | -66.72124 | 4 | 16.0 | 16.0 | 16.00000 | 2022-05-20 | 2017-06-17 | 1798 | 1798 | -7.0448502 | 23.336184 | 11.668092 | -8.4404898 | 19.631520 | 9.815760 | 1.3317820 | 0.7229541 | 0.3614770 | -3.9018501 | 3.0752150 | 1.5376075 | -20.117508 | 17.395273 | 8.6976366 | 15.578869 | 5.067600 | 2.5337999 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-northeast | 18.33696 | -65.56462 | 5 | 16.1 | 16.1 | 16.10000 | 2022-05-19 | 2017-08-12 | 1741 | 1741 | -13.1319285 | 37.154222 | 16.615873 | -14.0936328 | 26.818855 | 11.993757 | NaN | NA | NA | -7.5479342 | 6.0227209 | 2.6934427 | -17.166547 | 14.277433 | 6.3850620 | 10.620848 | 10.815971 | 4.8370493 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-south | 17.91047 | -66.23161 | 4 | 13.0 | 13.0 | 13.00000 | 2021-11-22 | 2017-06-16 | 1620 | 1620 | 4.7615226 | 26.450116 | 13.225058 | -4.5747997 | 3.506616 | 1.753308 | 0.7379584 | 0.4972624 | 0.2486312 | -8.6998608 | 7.0490446 | 3.5245223 | -3.932362 | 3.397415 | 1.6987074 | 8.057423 | 5.111981 | 2.5559903 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-west | 18.34435 | -67.26923 | 5 | 15.0 | 15.0 | 15.00000 | 2021-10-08 | 2017-06-18 | 1573 | 1573 | -14.7017112 | 17.557767 | 7.852072 | -17.6221298 | 14.168199 | 6.336211 | 1.2201267 | 0.2629378 | 0.1175894 | -7.2682058 | 7.2802438 | 3.2558240 | -14.523151 | 13.270880 | 5.9349180 | 4.169227 | 2.351464 | 1.0516067 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-east | 17.82805 | -64.46711 | 14 | 16.4 | 16.4 | 16.40000 | 2022-09-08 | 2016-09-14 | 1095 | 1090 | -23.1059383 | 37.029053 | 9.896431 | -28.5693283 | 28.811632 | 7.700233 | 1.0226113 | 0.8538956 | 0.2282132 | -5.8291833 | 4.7386006 | 1.2664443 | -35.561184 | 20.364919 | 5.4427536 | 12.821039 | 9.861596 | 2.6356224 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-north | 17.78532 | -64.75953 | 19 | 16.5 | 16.5 | 16.50000 | 2022-09-05 | 2014-05-26 | 1441 | 1090 | 4.7993866 | 19.064954 | 4.373800 | -5.6039908 | 16.046698 | 3.681365 | 1.0503442 | 0.7944684 | 0.1822635 | -2.9986200 | 2.0204178 | 0.4635156 | -16.424673 | 14.181937 | 3.2535595 | 13.819303 | 5.341399 | 1.2254009 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-south | 17.70121 | -64.64793 | 11 | 14.6 | 14.6 | 14.60000 | 2022-09-08 | 2016-09-13 | 1094 | 1092 | 1.0137713 | 16.027510 | 4.832476 | -7.9890801 | 12.568688 | 3.789602 | 0.8039674 | 0.9317554 | 0.2809348 | -5.1056032 | 2.5064009 | 0.7557083 | -14.930214 | 6.473458 | 1.9518210 | 12.046737 | 8.976141 | 2.7064083 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-west | 17.73380 | -64.89639 | 15 | 17.0 | 17.0 | 17.00000 | 2022-09-07 | 2016-09-12 | 1095 | 1091 | -21.2405598 | 27.643599 | 7.137547 | -28.9837008 | 25.917295 | 6.691817 | 1.0445646 | 0.8046882 | 0.2077696 | -2.0718884 | 2.5371390 | 0.6550865 | -34.800379 | 23.380534 | 6.0368279 | 7.888567 | 3.171426 | 0.8188588 |
| atlantic | caribbean | saintJohn | caribbean.saintJohn | saintJohn-north | 18.36316 | -64.77052 | 4 | 15.5 | 15.5 | 15.50000 | 2022-03-10 | 2017-08-14 | 1669 | 1669 | -15.1623165 | 19.463421 | 9.731711 | -18.7663331 | 15.625151 | 7.812575 | NaN | NA | NA | -6.9158866 | 4.0810603 | 2.0405301 | -21.889924 | 10.347238 | 5.1736189 | 10.039478 | 4.785433 | 2.3927166 |
| atlantic | caribbean | saintJohn | caribbean.saintJohn | saintJohn-south | 18.30976 | -64.72299 | 5 | 16.7 | 16.7 | 16.70000 | 2022-02-01 | 2017-08-14 | 1632 | 1632 | -49.6995660 | 46.646871 | 20.861115 | -43.1215054 | 28.537431 | 12.762327 | NaN | NA | NA | -6.9591030 | 5.2802977 | 2.3614209 | -41.568421 | 27.329393 | 12.2220761 | 5.406018 | 3.580199 | 1.6011137 |
| atlantic | caribbean | saintJohn | caribbean.saintJohn | saintJohn-west | 18.32802 | -64.80903 | 3 | 15.2 | 15.2 | 15.20000 | 2022-03-28 | 2017-08-15 | 1686 | 1686 | -13.0500610 | 15.128759 | 8.734593 | -18.1103961 | 9.398103 | 5.425997 | NaN | NA | NA | -7.7080712 | 1.5388496 | 0.8884552 | -19.443429 | 9.527471 | 5.5006882 | 9.041104 | 9.884443 | 5.7067856 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | saintThomas-north | 18.38262 | -64.97816 | 4 | 15.5 | 15.5 | 15.50000 | 2022-02-18 | 2017-08-13 | 1650 | 1650 | -25.7917203 | 27.776020 | 13.888010 | -31.0239684 | 16.316476 | 8.158238 | NaN | NA | NA | -2.6619280 | 2.5876984 | 1.2938492 | -34.090592 | 13.020891 | 6.5104453 | 5.728552 | 3.762493 | 1.8812466 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | saintThomas-south | 18.34429 | -64.98436 | 6 | 16.1 | 16.1 | 16.10000 | 2022-12-17 | 2014-06-30 | 1950 | 1142 | -44.0584725 | 46.104039 | 18.821895 | -40.0930078 | 33.717722 | 13.765202 | NaN | NA | NA | -3.0965592 | 1.8726518 | 0.7645069 | -41.968684 | 32.884275 | 13.4249492 | 4.972235 | 3.423550 | 1.3976583 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | saintThomas-west | 18.34082 | -65.08269 | 3 | 16.7 | 16.7 | 16.70000 | 2022-02-25 | 2017-08-13 | 1657 | 1657 | -20.3686423 | 17.671636 | 10.202724 | -22.1216981 | 8.079503 | 4.664703 | NaN | NA | NA | -7.9116680 | 4.1374195 | 2.3887403 | -22.080077 | 5.077301 | 2.9313812 | 7.870047 | 1.780864 | 1.0281823 |
| atlantic | florida | dryTortugas | florida.dryTortugas | dryTortugas-west | 24.61123 | -82.87045 | 18 | 15.2 | 15.2 | 15.20000 | 2024-06-23 | 2015-09-02 | 1093 | 1043 | -16.8043263 | 29.778896 | 7.018953 | -22.8125527 | 24.159547 | 5.694460 | 0.5576937 | 1.7098776 | 0.4030220 | -6.6204479 | 6.8886331 | 1.6236664 | -24.654668 | 20.901698 | 4.9265774 | 8.462564 | 4.491876 | 1.0587453 |
| atlantic | florida | keys | florida.keys | keys-uko | 24.89286 | -80.54553 | 35 | 12.5 | 12.5 | 12.50000 | 2023-01-11 | 2016-04-19 | 1358 | 1100 | 8.5338072 | 25.423593 | 4.297372 | -7.0124145 | 19.940548 | 3.370568 | 1.2660919 | 0.5830175 | 0.0985479 | -2.9450028 | 3.0297685 | 0.5121243 | -24.799864 | 18.841020 | 3.1847137 | 20.732453 | 9.447776 | 1.5969657 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | flowerGardenBanks-east | 27.90740 | -93.59925 | 10 | 20.7 | 20.7 | 20.70000 | 2022-10-05 | 2015-06-01 | 1463 | 1220 | -72.2736476 | 38.913584 | 12.305556 | -59.6740491 | 25.840114 | 8.171362 | 1.6500681 | 2.1329018 | 0.6744828 | -0.8068248 | 1.2321116 | 0.3896279 | -64.549822 | 22.081816 | 6.9828832 | 5.682598 | 4.678050 | 1.4793294 |
| pacific | marianas | guam | marianas.guam | guam-east | 13.47519 | 144.86488 | 6 | 16.5 | 16.5 | 16.50000 | 2022-05-01 | 2014-03-29 | 1813 | 1125 | -37.9415281 | 57.109834 | 23.314992 | -43.1803703 | 48.638965 | 19.856775 | 2.0399147 | 1.0573948 | 0.4316796 | -0.5199118 | 0.5663426 | 0.2312084 | -54.012822 | 35.149842 | 14.3498627 | 11.352364 | 16.760790 | 6.8425638 |
| pacific | marianas | guam | marianas.guam | guam-north | 13.60334 | 144.92366 | 4 | 15.5 | 15.5 | 15.50000 | 2022-04-17 | 2017-05-08 | 1805 | 1805 | -71.0492469 | 15.042432 | 7.521216 | -67.7994309 | 15.469554 | 7.734777 | 1.4662845 | 0.7883273 | 0.3941636 | -0.5875123 | 0.7003160 | 0.3501580 | -76.847727 | 8.169784 | 4.0848920 | 9.635808 | 14.803149 | 7.4015746 |
| pacific | marianas | guam | marianas.guam | guam-south | 13.24179 | 144.70446 | 8 | 13.7 | 13.7 | 13.70000 | 2022-04-18 | 2014-04-27 | 1808 | 1085 | 10.7368066 | 61.787082 | 21.845032 | 6.8672691 | 29.835550 | 10.548460 | 1.0923006 | 0.2348366 | 0.0830273 | -2.9901854 | 3.0624632 | 1.0827442 | -14.640842 | 12.961586 | 4.5826127 | 24.498297 | 19.937610 | 7.0490096 |
| pacific | marianas | guam | marianas.guam | guam-west | 13.52895 | 144.80036 | 4 | 14.3 | 14.3 | 14.30000 | 2022-04-12 | 2014-03-25 | 1804 | 1089 | 13.1549005 | 9.101695 | 4.550847 | 10.6665959 | 17.198759 | 8.599380 | 0.7051907 | 0.1155998 | 0.0577999 | -0.4817867 | 0.7886795 | 0.3943397 | -26.158495 | 32.071932 | 16.0359661 | 37.306877 | 46.333064 | 23.1665323 |
| pacific | marianas | maug | marianas.maug | maug-east | 20.02036 | 145.23975 | 5 | 14.9 | 14.9 | 14.90000 | 2022-06-22 | 2014-05-04 | 1836 | 1134 | 2.1504993 | 39.099148 | 17.485671 | -6.5995633 | 33.027686 | 14.770430 | 0.8849818 | 0.2518664 | 0.1126381 | -0.4134173 | 0.1354454 | 0.0605730 | -26.104660 | 20.090476 | 8.9847341 | 19.918514 | 14.213601 | 6.3565155 |
| pacific | marianas | maug | marianas.maug | maug-north | 20.03568 | 145.22469 | 9 | 13.7 | 13.7 | 13.70000 | 2022-06-24 | 2014-04-25 | 1840 | 1134 | 11.4714155 | 42.192348 | 14.064116 | -3.7227888 | 39.222735 | 13.074245 | 1.0480390 | 0.3553928 | 0.1184643 | -0.8165322 | 0.9521355 | 0.3173785 | -24.069005 | 25.192593 | 8.3975309 | 21.162749 | 18.451020 | 6.1503402 |
| pacific | marianas | maug | marianas.maug | maug-south | 20.01398 | 145.22746 | 15 | 10.4 | 10.4 | 10.40000 | 2022-06-21 | 2017-06-13 | 1834 | 1834 | -48.8662933 | 24.765080 | 6.394316 | -51.2859909 | 20.636418 | 5.328300 | 1.0808220 | 0.3702678 | 0.0956027 | -1.0204346 | 0.4367199 | 0.1127606 | -53.985685 | 18.604152 | 4.8035714 | 3.720129 | 3.647902 | 0.9418843 |
| pacific | marianas | maug | marianas.maug | maug-west | 20.01313 | 145.20806 | 8 | 16.2 | 16.2 | 16.20000 | 2022-06-22 | 2014-04-28 | 1834 | 1133 | -16.6495940 | 44.964340 | 15.897295 | -17.2450055 | 41.279131 | 14.594377 | 0.9549677 | 0.8307500 | 0.2937145 | -1.0096600 | 0.8951396 | 0.3164796 | -26.486804 | 36.541013 | 12.9191991 | 10.251458 | 6.098756 | 2.1562357 |
| pacific | marianas | pagan | marianas.pagan | pagan-east | 18.09609 | 145.76488 | 4 | 15.5 | 15.5 | 15.50000 | 2022-06-19 | 2017-05-31 | 1845 | 1845 | -0.6742773 | 22.826693 | 11.413347 | -12.0200217 | 20.229073 | 10.114536 | 1.0598820 | 0.3309195 | 0.1654598 | -0.6596574 | 0.5849699 | 0.2924849 | -19.825346 | 15.831527 | 7.9157637 | 8.464982 | 4.064560 | 2.0322802 |
| pacific | marianas | pagan | marianas.pagan | pagan-north | 18.16786 | 145.79494 | 8 | 14.6 | 14.6 | 14.60000 | 2022-07-22 | 2014-04-22 | 1877 | 1136 | -5.6349122 | 49.951959 | 17.660684 | -8.8079069 | 43.497585 | 15.378719 | 1.4264276 | 1.2872278 | 0.4551038 | -3.8855862 | 4.3640020 | 1.5429077 | -26.276553 | 28.770406 | 10.1718748 | 21.354232 | 21.698735 | 7.6716614 |
| pacific | marianas | pagan | marianas.pagan | pagan-south | 18.04563 | 145.70622 | 10 | 15.5 | 15.5 | 15.50000 | 2022-07-21 | 2014-04-21 | 1874 | 1139 | 7.8891258 | 34.450625 | 10.894244 | -0.9061361 | 28.362649 | 8.969057 | 1.0005038 | 0.4276031 | 0.1352200 | -4.5521589 | 7.0998075 | 2.2451563 | -19.057772 | 15.847834 | 5.0115252 | 22.703795 | 14.449537 | 4.5693448 |
| pacific | marianas | pagan | marianas.pagan | pagan-west | 18.12012 | 145.75468 | 10 | 17.4 | 17.4 | 17.40000 | 2022-08-08 | 2014-04-23 | 1879 | 1150 | -13.6419330 | 19.088106 | 6.036189 | -19.8018962 | 17.419385 | 5.508493 | 0.8642111 | 0.1273889 | 0.0402839 | -1.5296734 | 1.5944353 | 0.5042047 | -25.698764 | 13.268240 | 4.1957860 | 7.426542 | 4.399180 | 1.3911427 |
| pacific | marianas | saipan | marianas.saipan | saipan-east | 15.25867 | 145.81568 | 8 | 16.5 | 16.5 | 16.50000 | 2022-04-24 | 2014-04-13 | 1800 | 1130 | -9.6402305 | 38.030680 | 13.445876 | -17.0109756 | 29.666054 | 10.488534 | 1.3784700 | 0.5469814 | 0.1933871 | -1.0524647 | 0.9508875 | 0.3361895 | -29.346886 | 23.143864 | 8.1825917 | 13.388375 | 9.705322 | 3.4313493 |
| pacific | marianas | saipan | marianas.saipan | saipan-northwest | 15.25719 | 145.76675 | 3 | 14.0 | 14.0 | 14.00000 | 2022-04-26 | 2017-06-21 | 1770 | 1770 | -76.7513889 | 20.025048 | 11.561467 | -73.5022682 | 16.315372 | 9.419684 | 1.8148867 | 0.7839515 | 0.4526146 | -0.4822390 | 0.6507379 | 0.3757037 | -77.369472 | 17.233558 | 9.9497991 | 4.349443 | 4.097682 | 2.3657977 |
| pacific | marianas | saipan | marianas.saipan | saipan-south | 15.09786 | 145.74338 | 6 | 17.4 | 17.4 | 17.40000 | 2022-04-21 | 2014-04-11 | 1767 | 1138 | -74.4937666 | 37.097111 | 15.144832 | -59.7761567 | 26.427395 | 10.788939 | 2.2610885 | 0.8059192 | 0.3290151 | -0.1140640 | 0.2129920 | 0.0869536 | -63.621917 | 24.303982 | 9.9220590 | 3.959824 | 2.458272 | 1.0035853 |
| pacific | marianas | saipan | marianas.saipan | saipan-west | 15.15643 | 145.68972 | 6 | 12.5 | 12.5 | 12.50000 | 2022-04-22 | 2014-04-17 | 1800 | 1127 | -67.1243766 | 46.452733 | 18.964249 | -61.5530235 | 39.777658 | 16.239161 | 1.5253117 | 0.2718998 | 0.1110026 | -1.3644190 | 1.6146854 | 0.6591926 | -70.211829 | 26.899061 | 10.9814955 | 10.023224 | 13.102209 | 5.3489544 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.26383 | -155.86744 | 13 | 14.0 | 13.7 | 13.93077 | 2024-07-06 | 2016-08-15 | 1818 | 1064 | -9.5459265 | 17.087691 | 4.739273 | -10.0183621 | 11.233084 | 3.115497 | 1.1247899 | 0.6806172 | 0.1887692 | -6.8028924 | 7.1990269 | 1.9966508 | -13.124162 | 6.433086 | 1.7842171 | 9.908692 | 3.782379 | 1.0490433 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-west | 19.24433 | -155.90028 | 8 | 14.3 | 14.3 | 14.30000 | 2024-05-07 | 2016-08-11 | 1762 | 1064 | -34.0293404 | 37.327160 | 13.197144 | -33.7556085 | 29.448142 | 10.411491 | 1.3442940 | 0.6007340 | 0.2123915 | -4.0992841 | 7.4798585 | 2.6445293 | -38.229195 | 22.693454 | 8.0233477 | 8.572871 | 7.940435 | 2.8073676 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.47970 | -157.78300 | 8 | 12.5 | 12.5 | 12.50000 | 2024-06-06 | 2016-08-23 | 1768 | 1076 | -15.4367831 | 52.146504 | 18.436573 | -19.2837301 | 45.621834 | 16.129754 | 1.9242268 | 1.3085471 | 0.4626413 | -0.7427990 | 1.0507594 | 0.3714996 | -41.712582 | 32.859004 | 11.6174123 | 23.171651 | 20.431807 | 7.2237347 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-north | 21.59095 | -158.17467 | 3 | 14.0 | 14.0 | 14.00000 | 2019-08-02 | 2016-08-19 | 1078 | 1075 | -42.1416213 | 17.484566 | 10.094719 | -30.3283931 | 6.562092 | 3.788625 | 0.5555898 | 0.9380116 | 0.5415613 | -7.1203288 | 6.4714257 | 3.7362794 | -27.613172 | 2.466138 | 1.4238252 | 4.405108 | 1.263057 | 0.7292264 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-south | 21.28840 | -157.86534 | 7 | 12.2 | 12.2 | 12.20000 | 2024-05-29 | 2016-08-17 | 1849 | 993 | -25.5739777 | 39.478858 | 14.921606 | -22.0459572 | 27.483631 | 10.387836 | 0.8735615 | 0.5159414 | 0.1950075 | -5.2124776 | 4.5467266 | 1.7185011 | -23.622829 | 24.052119 | 9.0908467 | 6.789349 | 4.293770 | 1.6228926 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 21.53409 | -158.23439 | 6 | 14.6 | 14.6 | 14.60000 | 2024-06-05 | 2016-08-19 | 1769 | 1078 | -33.7808905 | 15.109698 | 6.168508 | -27.6489551 | 10.615672 | 4.333830 | 0.4829860 | 0.4005478 | 0.1635229 | -7.8022668 | 6.7998437 | 2.7760246 | -28.070912 | 17.311599 | 7.0674306 | 8.224224 | 9.143763 | 3.7329258 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-south | 27.78239 | -175.88197 | 9 | 13.7 | 13.7 | 13.70000 | 2024-08-24 | 2016-09-09 | 1816 | 1090 | -6.3011156 | 7.875746 | 2.625249 | -9.0219180 | 5.684101 | 1.894700 | 0.9595209 | 0.2388248 | 0.0796083 | -0.9963827 | 2.3614733 | 0.7871578 | -14.264410 | 3.952996 | 1.3176655 | 6.238874 | 2.569603 | 0.8565345 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-west | 27.79310 | -175.99735 | 9 | 13.7 | 13.7 | 13.70000 | 2024-08-23 | 2016-09-11 | 1870 | 1088 | -2.8798805 | 9.192671 | 3.064224 | -6.4013155 | 4.773489 | 1.591163 | 1.0430722 | 0.1260434 | 0.0420145 | -0.4825998 | 1.1950312 | 0.3983437 | -9.911340 | 5.348632 | 1.7828772 | 3.992624 | 1.323413 | 0.4411377 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-south | -0.38234 | -160.00305 | 3 | 14.6 | 14.6 | 14.60000 | 2018-07-31 | 2015-04-08 | 1210 | 1210 | -28.0612603 | 30.802835 | 17.784025 | -24.7362312 | 17.136746 | 9.893905 | -1.2335892 | 1.0630035 | 0.6137254 | -1.7965942 | 0.4554617 | 0.2629609 | -32.923301 | 12.579563 | 7.2628139 | 9.983664 | 4.729715 | 2.7307020 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-west | -0.36896 | -160.00813 | 3 | 14.9 | 14.9 | 14.90000 | 2018-07-28 | 2015-04-10 | 1205 | 1205 | -66.7938220 | 28.457352 | 16.429860 | -47.3199115 | 16.887102 | 9.749773 | 0.2872554 | 1.3118399 | 0.7573911 | -2.2936822 | 0.6076557 | 0.3508302 | -47.829699 | 14.509599 | 8.3771211 | 2.803470 | 1.808331 | 1.0440406 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-east | 5.86379 | -162.03062 | 4 | 13.4 | 13.4 | 13.40000 | 2018-08-04 | 2015-04-15 | 1207 | 1207 | -16.6201757 | 65.176016 | 32.588008 | -12.8520719 | 45.181533 | 22.590767 | 0.2960183 | 0.4422245 | 0.2211123 | -0.0551284 | 0.0528483 | 0.0264241 | -31.034924 | 18.911619 | 9.4558095 | 18.237980 | 29.093949 | 14.5469745 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-north | 5.89733 | -162.07817 | 4 | 14.6 | 14.6 | 14.60000 | 2018-08-05 | 2015-04-16 | 1207 | 1207 | -95.9407061 | 36.756415 | 18.378207 | -72.7090023 | 28.139218 | 14.069609 | 0.8925878 | 1.2389858 | 0.6194929 | -0.9152019 | 1.6995474 | 0.8497737 | -76.051228 | 26.968630 | 13.4843152 | 4.257428 | 3.153681 | 1.5768406 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-west | 5.88322 | -162.13322 | 3 | 14.9 | 14.9 | 14.90000 | 2018-08-02 | 2015-04-18 | 1202 | 1202 | -32.5481951 | 47.985185 | 27.704259 | -29.3793247 | 35.643215 | 20.578620 | 0.7346679 | 0.5838281 | 0.3370733 | -0.1452310 | 0.1205199 | 0.0695822 | -42.032162 | 22.970301 | 13.2619093 | 12.798068 | 12.724131 | 7.3462806 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-east | 19.30616 | 166.65108 | 3 | 14.0 | 14.0 | 14.00000 | 2017-04-23 | 2014-04-29 | 1090 | 1066 | -11.9404135 | 94.323781 | 54.457861 | -4.2609636 | 69.385043 | 40.059473 | NaN | NA | NA | -0.6335472 | 0.6857734 | 0.3959314 | -46.156545 | 26.206114 | 15.1301067 | 42.529129 | 50.438813 | 29.1208624 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-north | 19.31602 | 166.62721 | 4 | 13.4 | 13.4 | 13.40000 | 2017-04-20 | 2014-04-17 | 1099 | 1096 | -75.3360141 | 49.821191 | 24.910595 | -54.7449150 | 37.462664 | 18.731332 | NaN | NA | NA | -0.4440983 | 0.4250010 | 0.2125005 | -62.426994 | 33.308382 | 16.6541912 | 8.126178 | 4.873031 | 2.4365156 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-south | 19.28065 | 166.62778 | 3 | 15.2 | 15.2 | 15.20000 | 2017-04-22 | 2014-05-01 | 1087 | 1064 | -120.3602757 | 20.385800 | 11.769747 | -83.1215741 | 18.862952 | 10.890530 | NaN | NA | NA | -1.4367789 | 1.8853799 | 1.0885246 | -84.778930 | 18.102352 | 10.4513978 | 3.094134 | 2.246481 | 1.2970064 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-west | 19.31625 | 166.59824 | 3 | 13.4 | 13.4 | 13.40000 | 2017-04-19 | 2014-05-15 | 1070 | 1063 | -50.4173946 | 54.604913 | 31.526161 | -37.6859073 | 42.981232 | 24.815226 | NaN | NA | NA | -0.5427595 | 0.7971244 | 0.4602200 | -55.436685 | 34.051633 | 19.6597195 | 18.293537 | 16.369811 | 9.4511147 |
| pacific | samoa | ofu | samoa.ofu | ofu-north | -14.15785 | -169.67442 | 4 | 14.6 | 14.6 | 14.60000 | 2018-07-09 | 2015-03-13 | 1214 | 1214 | -26.1322762 | 17.611991 | 8.805995 | -13.9936488 | 16.652571 | 8.326286 | -0.0520849 | 0.5919688 | 0.2959844 | -9.9101694 | 6.6653955 | 3.3326977 | -21.265413 | 11.408271 | 5.7041354 | 17.181933 | 10.143218 | 5.0716087 |
| pacific | samoa | ofu | samoa.ofu | ofu-south | -14.17330 | -169.64190 | 3 | 14.6 | 14.6 | 14.60000 | 2018-07-07 | 2015-03-26 | 1199 | 1199 | 49.7346747 | 41.161744 | 23.764744 | 29.5792780 | 24.603676 | 14.204939 | -1.1852120 | 0.7577890 | 0.4375097 | -0.6339109 | 0.5413146 | 0.3125281 | -5.552662 | 3.639683 | 2.1013720 | 35.765851 | 22.815490 | 13.1725290 |
| pacific | samoa | tau | samoa.tau | tau-north | -14.21240 | -169.44067 | 4 | 14.9 | 14.9 | 14.90000 | 2018-07-12 | 2015-03-15 | 1215 | 1215 | 24.1505830 | 32.858509 | 16.429255 | 14.6298407 | 27.853968 | 13.926984 | 0.9752571 | 0.6331419 | 0.3165709 | -1.3947859 | 1.2930924 | 0.6465462 | -6.057227 | 6.088247 | 3.0441235 | 22.081854 | 23.686441 | 11.8432204 |
| pacific | samoa | tau | samoa.tau | tau-west | -14.25755 | -169.50068 | 4 | 14.3 | 14.3 | 14.30000 | 2018-07-11 | 2015-03-23 | 1206 | 1206 | 58.9868323 | 28.444417 | 14.222209 | 43.7623366 | 21.023091 | 10.511546 | -0.6628383 | 1.6495404 | 0.8247702 | -3.9333817 | 4.9737108 | 2.4868554 | -2.167453 | 1.726528 | 0.8632642 | 49.863172 | 21.172046 | 10.5860229 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-east | -14.28521 | -170.56401 | 5 | 15.8 | 15.8 | 15.80000 | 2018-07-05 | 2015-02-28 | 1223 | 1223 | -22.3812449 | 25.337233 | 11.331155 | -22.6287139 | 20.009500 | 8.948521 | -1.4184164 | 0.6483234 | 0.2899390 | -1.2343894 | 0.9030901 | 0.4038742 | -33.633129 | 16.958192 | 7.5839340 | 12.238805 | 7.181680 | 3.2117449 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-north | -14.24479 | -170.65237 | 4 | 14.6 | 14.6 | 14.60000 | 2018-06-29 | 2015-02-27 | 1218 | 1218 | 25.4926878 | 28.387526 | 14.193763 | 17.1054537 | 30.843083 | 15.421541 | -1.5647625 | 0.8201907 | 0.4100954 | -3.0799939 | 1.7517099 | 0.8758549 | -15.133661 | 12.349166 | 6.1745829 | 35.319108 | 24.335843 | 12.1679216 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-south | -14.36351 | -170.76300 | 5 | 14.3 | 14.3 | 14.30000 | 2018-07-04 | 2015-03-06 | 1216 | 1216 | 42.5373081 | 44.276466 | 19.801037 | 19.5459459 | 32.555993 | 14.559483 | 0.6347027 | 1.4656404 | 0.6554543 | -5.2738322 | 5.0392727 | 2.2536313 | -9.134943 | 7.031619 | 3.1446354 | 33.954721 | 31.079259 | 13.8990673 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-west | -14.29464 | -170.81200 | 5 | 13.7 | 13.7 | 13.70000 | 2018-07-01 | 2015-03-01 | 1218 | 1218 | 18.7861624 | 78.141340 | 34.945870 | 2.8223323 | 50.289360 | 22.490085 | -0.0894167 | 1.1838154 | 0.5294184 | -3.0476496 | 1.2095685 | 0.5409355 | -22.608328 | 32.276199 | 14.4343552 | 28.478310 | 29.057743 | 12.9950179 |
2.3 Parrot fish community
2.3.1 Summary
There are a total of 899 parrot surveys included in this study. Sites
are divided at three levels across 2 basins. The highest level (loc1)
includes 8 large regions including:
florida, flowerGardenBanks, caribbean, marianas,
middleHawaiianIslands, northwestHawaiianIslands,
pacificRemoteIslandArea, samoa
2.3.2 Unify parrot tables and calculate stats at loc3 level
## Percent of sites where biomass matches: 100 %## Percent of sites where density matches: 100 %## Percent of sites where BOTH match: 100 %| Basin | Loc1 | Loc2 | Loc1.2 | Loc3 | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-east | 505.9 | 552.3 | 11 | 20.5 | 31.6 | 11 | 115.562404 | 257.80750 | 11 | 13.0110701 | 16.126482 | 11 | 390.34412 | 384.39222 | 11 | 7.4435106 | 17.645942 | 11 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-north | 17.4 | 37.4 | 13 | 0.3 | 1.0 | 13 | 6.518905 | 23.50425 | 13 | 0.0327653 | 0.118137 | 13 | 10.86484 | 31.66376 | 13 | 0.2925326 | 1.033459 | 13 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-northeast | 566.7 | 533.3 | 16 | 15.5 | 15.6 | 16 | 123.587571 | 117.09826 | 16 | 6.6188724 | 8.620511 | 16 | 443.14972 | 477.36143 | 16 | 8.8751983 | 11.393247 | 16 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-south | 162.4 | 241.2 | 12 | 14.5 | 29.8 | 12 | 63.559322 | 137.92981 | 12 | 10.1409678 | 28.717151 | 12 | 98.87006 | 179.67200 | 12 | 4.3391402 | 11.243028 | 12 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-west | 154.5 | 143.4 | 17 | 14.5 | 14.4 | 17 | 44.865404 | 44.73057 | 17 | 6.0729596 | 10.930968 | 17 | 109.67099 | 144.34529 | 17 | 8.4545756 | 10.493422 | 17 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-east | 804.2 | 561.4 | 32 | 68.6 | 48.7 | 32 | 91.807910 | 134.23474 | 32 | 18.0236459 | 20.407372 | 32 | 712.39407 | 506.12697 | 32 | 50.5980333 | 38.388032 | 32 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-north | 254.2 | 267.7 | 37 | 17.8 | 20.2 | 37 | 33.592915 | 54.43418 | 37 | 5.7909036 | 11.211836 | 37 | 220.64437 | 231.68797 | 37 | 11.9730144 | 11.956955 | 37 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-south | 120.1 | 156.0 | 20 | 10.6 | 12.4 | 20 | 21.186441 | 28.80073 | 20 | 2.8802533 | 4.311397 | 20 | 98.87006 | 154.04378 | 20 | 7.6945297 | 9.744883 | 20 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-west | 706.2 | 596.6 | 16 | 42.2 | 37.2 | 16 | 70.621469 | 83.79885 | 16 | 8.9051406 | 18.600878 | 16 | 635.59322 | 570.87313 | 16 | 33.3445641 | 22.987404 | 16 |
| atlantic | caribbean | saintJohn | caribbean.saintJohn | saintJohn-north | 1382.0 | 850.2 | 13 | 45.0 | 41.7 | 13 | 262.929161 | 240.91056 | 13 | 27.8320345 | 30.312015 | 13 | 1119.07866 | 761.62461 | 13 | 17.1231869 | 18.688248 | 13 |
| atlantic | caribbean | saintJohn | caribbean.saintJohn | saintJohn-south | 719.3 | 679.1 | 13 | 20.3 | 18.3 | 13 | 147.761843 | 150.87401 | 13 | 9.9652979 | 14.768700 | 13 | 571.49066 | 541.79802 | 13 | 10.2990191 | 9.808018 | 13 |
| atlantic | caribbean | saintJohn | caribbean.saintJohn | saintJohn-west | 796.6 | 655.1 | 10 | 22.7 | 22.5 | 10 | 76.271186 | 92.30754 | 10 | 3.8430133 | 5.605285 | 10 | 720.33898 | 584.75259 | 10 | 18.8150220 | 21.561596 | 10 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | saintThomas-north | 906.0 | 909.5 | 14 | 51.6 | 64.8 | 14 | 163.438257 | 227.39096 | 14 | 19.9964983 | 41.740822 | 14 | 742.53430 | 748.89939 | 14 | 31.6292213 | 37.969912 | 14 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | saintThomas-south | 2415.3 | 4347.0 | 12 | 33.1 | 21.7 | 12 | 247.175141 | 294.58550 | 12 | 15.6215393 | 18.629698 | 12 | 2168.07910 | 4067.49566 | 12 | 17.4593791 | 9.839127 | 12 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | saintThomas-west | 143.6 | 173.1 | 12 | 11.1 | 15.5 | 12 | 32.956685 | 76.97023 | 12 | 4.3532738 | 8.698228 | 12 | 110.64030 | 134.91653 | 12 | 6.7700892 | 12.894096 | 12 |
| atlantic | florida | dryTortugas | florida.dryTortugas | dryTortugas-west | 1003.4 | 477.5 | 22 | 47.0 | 70.3 | 22 | 125.834617 | 116.74963 | 22 | 36.7254722 | 69.474960 | 22 | 877.59759 | 417.53350 | 22 | 10.2718573 | 7.452200 | 22 |
| atlantic | florida | keys | florida.keys | keys-uko | 606.5 | 467.5 | 16 | 54.9 | 49.5 | 16 | 108.580508 | 105.66114 | 16 | 36.8790731 | 46.573336 | 16 | 497.88136 | 426.96504 | 16 | 18.0139834 | 21.697578 | 16 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | flowerGardenBanks-east | 212.9 | 118.0 | 41 | 65.2 | 42.9 | 41 | 123.329199 | 63.40411 | 41 | 57.0168032 | 43.875625 | 41 | 89.56869 | 99.85435 | 41 | 8.1564912 | 12.328827 | 41 |
| pacific | marianas | guam | marianas.guam | guam-east | 138.6 | 118.1 | 10 | 17.5 | 15.0 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 138.64164 | 118.13751 | 10 | 17.4929939 | 14.996378 | 10 |
| pacific | marianas | guam | marianas.guam | guam-north | 171.8 | 246.0 | 14 | 41.1 | 63.3 | 14 | 20.210151 | 61.21836 | 14 | 8.3477549 | 22.083008 | 14 | 151.57614 | 211.32900 | 14 | 32.7596492 | 44.961559 | 14 |
| pacific | marianas | guam | marianas.guam | guam-south | 145.1 | 129.0 | 31 | 39.4 | 54.1 | 31 | 7.301732 | 24.19416 | 31 | 10.3380210 | 33.665175 | 31 | 137.82019 | 123.92347 | 31 | 29.0425595 | 40.340889 | 31 |
| pacific | marianas | guam | marianas.guam | guam-west | 201.6 | 159.3 | 16 | 32.9 | 32.9 | 16 | 10.610330 | 30.77876 | 16 | 2.8111019 | 8.307794 | 16 | 190.98593 | 159.22043 | 16 | 30.0826082 | 30.774826 | 16 |
| pacific | marianas | maug | marianas.maug | maug-east | 180.1 | 68.5 | 11 | 108.7 | 70.4 | 11 | 20.577609 | 38.15191 | 11 | 28.8380614 | 58.646409 | 11 | 159.47647 | 52.58878 | 11 | 79.8635741 | 27.528184 | 11 |
| pacific | marianas | maug | marianas.maug | maug-north | 166.9 | 123.3 | 10 | 94.2 | 77.7 | 10 | 16.976527 | 27.33481 | 10 | 28.9096058 | 51.007987 | 10 | 149.95932 | 115.54913 | 10 | 65.2442216 | 44.600921 | 10 |
| pacific | marianas | maug | marianas.maug | maug-south | 177.5 | 164.1 | 11 | 74.0 | 74.8 | 11 | 41.155218 | 80.39106 | 11 | 32.0639460 | 60.818533 | 11 | 136.32666 | 161.45967 | 11 | 41.9066520 | 44.292595 | 11 |
| pacific | marianas | maug | marianas.maug | maug-west | 175.4 | 87.3 | 10 | 116.0 | 85.7 | 10 | 62.247267 | 72.81142 | 10 | 67.8195339 | 82.516026 | 10 | 113.17685 | 69.30638 | 10 | 48.2054193 | 29.514597 | 10 |
| pacific | marianas | pagan | marianas.pagan | pagan-east | 136.3 | 108.7 | 11 | 133.1 | 117.3 | 11 | 61.732826 | 64.29474 | 11 | 111.2699006 | 123.523402 | 11 | 74.59383 | 79.29725 | 11 | 21.8134453 | 23.244989 | 11 |
| pacific | marianas | pagan | marianas.pagan | pagan-north | 188.0 | 113.5 | 14 | 120.5 | 98.1 | 14 | 20.210151 | 28.13832 | 14 | 29.1090234 | 44.069070 | 14 | 167.74426 | 100.16697 | 14 | 91.3506859 | 67.421791 | 14 |
| pacific | marianas | pagan | marianas.pagan | pagan-south | 235.8 | 243.5 | 12 | 139.7 | 162.8 | 12 | 117.892550 | 196.70753 | 12 | 96.5700067 | 151.243074 | 12 | 117.89255 | 85.16796 | 12 | 43.1166932 | 34.359704 | 12 |
| pacific | marianas | pagan | marianas.pagan | pagan-west | 299.9 | 365.1 | 10 | 176.5 | 215.4 | 10 | 118.835691 | 252.29667 | 10 | 94.9421346 | 161.610370 | 10 | 181.08296 | 148.64563 | 10 | 81.5131121 | 83.720499 | 10 |
| pacific | marianas | saipan | marianas.saipan | saipan-east | 205.8 | 291.9 | 11 | 108.3 | 189.0 | 11 | 46.299620 | 109.78207 | 11 | 44.5951651 | 102.177648 | 11 | 159.47647 | 203.35361 | 11 | 63.7470803 | 95.220873 | 11 |
| pacific | marianas | saipan | marianas.saipan | saipan-northwest | 133.8 | 134.0 | 11 | 18.4 | 21.0 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 133.75446 | 133.96699 | 11 | 18.3869146 | 20.967903 | 11 |
| pacific | marianas | saipan | marianas.saipan | saipan-south | 186.7 | 97.3 | 10 | 30.6 | 37.3 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 186.74180 | 97.28529 | 10 | 30.6341580 | 37.286409 | 10 |
| pacific | marianas | saipan | marianas.saipan | saipan-west | 448.4 | 263.4 | 13 | 23.9 | 18.5 | 13 | 0.000000 | 0.00000 | 13 | 0.0000000 | 0.000000 | 13 | 448.35444 | 263.36581 | 13 | 23.8913228 | 18.484797 | 13 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 137.1 | 118.6 | 26 | 153.0 | 266.8 | 26 | 47.882513 | 95.62246 | 26 | 112.3149332 | 253.391799 | 26 | 89.23559 | 94.58643 | 26 | 40.6468052 | 60.162954 | 26 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-west | 115.4 | 158.2 | 13 | 44.3 | 77.8 | 13 | 4.352956 | 15.69481 | 13 | 4.8291463 | 17.411734 | 13 | 111.00037 | 151.25347 | 13 | 39.4793476 | 63.399485 | 13 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 118.8 | 145.6 | 20 | 15.3 | 18.6 | 20 | 0.000000 | 0.00000 | 20 | 0.0000000 | 0.000000 | 20 | 118.83569 | 145.60997 | 20 | 15.2875229 | 18.569016 | 20 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-north | 50.9 | 86.2 | 10 | 2.5 | 6.5 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 50.92958 | 86.23419 | 10 | 2.5193121 | 6.499451 | 10 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-south | 18.0 | 44.3 | 11 | 5.9 | 16.6 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 18.00541 | 44.32851 | 11 | 5.9244288 | 16.595223 | 11 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 53.8 | 88.9 | 10 | 24.9 | 42.2 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 53.75900 | 88.92569 | 10 | 24.8943611 | 42.211199 | 10 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-south | 180.1 | 309.8 | 11 | 18.6 | 28.3 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 180.05408 | 309.75966 | 11 | 18.5800612 | 28.269794 | 11 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-west | 896.0 | 705.3 | 21 | 147.8 | 104.6 | 21 | 29.641555 | 42.41886 | 21 | 37.6710013 | 52.886383 | 21 | 866.34183 | 698.90004 | 21 | 110.0880309 | 78.763018 | 21 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-south | 383.4 | 452.5 | 20 | 232.2 | 167.2 | 20 | 50.929582 | 51.60352 | 20 | 100.3291971 | 121.920073 | 20 | 332.45699 | 453.16090 | 20 | 131.8485675 | 116.294685 | 20 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-west | 257.9 | 141.7 | 26 | 208.7 | 126.8 | 26 | 63.117858 | 51.43492 | 26 | 122.7646036 | 116.898551 | 26 | 194.79477 | 150.00244 | 26 | 85.8985622 | 57.415313 | 26 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-east | 158.4 | 109.3 | 10 | 41.9 | 41.0 | 10 | 11.317685 | 23.85977 | 10 | 10.9355372 | 23.293417 | 10 | 147.12990 | 98.73739 | 10 | 30.9996509 | 25.392901 | 10 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-north | 260.3 | 131.2 | 10 | 67.7 | 50.1 | 10 | 11.317685 | 35.78966 | 10 | 13.4604474 | 42.565672 | 10 | 248.98907 | 122.82571 | 10 | 54.2213815 | 33.644017 | 10 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-west | 298.0 | 148.1 | 15 | 157.7 | 148.4 | 15 | 64.133547 | 85.19644 | 15 | 109.6364652 | 147.028569 | 15 | 233.89882 | 102.27748 | 15 | 48.0663554 | 23.393897 | 15 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-east | 126.0 | 162.7 | 11 | 52.4 | 62.1 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 126.03785 | 162.71688 | 11 | 52.4080039 | 62.085892 | 11 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-north | 130.6 | 105.6 | 13 | 47.4 | 43.3 | 13 | 13.058867 | 47.08441 | 13 | 4.0270693 | 14.519805 | 13 | 117.52980 | 71.06125 | 13 | 43.3465823 | 39.790186 | 13 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-south | 217.9 | 83.3 | 10 | 63.3 | 39.2 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 217.86543 | 83.34928 | 10 | 63.2721959 | 39.218959 | 10 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-west | 343.6 | 346.7 | 14 | 147.5 | 223.6 | 14 | 153.597151 | 292.30164 | 14 | 105.2254524 | 216.071670 | 14 | 189.97542 | 195.53377 | 14 | 42.2384223 | 33.623587 | 14 |
| pacific | samoa | ofu | samoa.ofu | ofu-north | 344.7 | 206.3 | 11 | 256.4 | 246.3 | 11 | 82.310435 | 95.91241 | 11 | 179.8585001 | 244.896692 | 11 | 262.36451 | 209.10587 | 11 | 76.5735564 | 64.798428 | 11 |
| pacific | samoa | ofu | samoa.ofu | ofu-south | 454.9 | 514.2 | 13 | 200.4 | 285.0 | 13 | 217.647785 | 405.99723 | 13 | 151.8769639 | 257.533688 | 13 | 237.23609 | 155.20541 | 13 | 48.5188941 | 35.182874 | 13 |
| pacific | samoa | tau | samoa.tau | tau-north | 137.7 | 114.1 | 15 | 115.1 | 147.2 | 15 | 52.815863 | 101.37898 | 15 | 73.3306503 | 142.360075 | 15 | 84.88264 | 75.61946 | 15 | 41.7874379 | 39.508451 | 15 |
| pacific | samoa | tau | samoa.tau | tau-west | 136.8 | 117.5 | 12 | 100.7 | 95.3 | 12 | 61.304126 | 88.52010 | 12 | 67.8222839 | 88.211203 | 12 | 75.45123 | 61.91119 | 12 | 32.8478878 | 29.455075 | 12 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-east | 117.7 | 225.6 | 25 | 87.9 | 228.9 | 25 | 24.898907 | 92.52395 | 25 | 64.0642976 | 202.884990 | 25 | 92.80502 | 151.60524 | 25 | 23.8030341 | 42.503459 | 25 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-north | 298.4 | 187.4 | 11 | 147.9 | 139.1 | 11 | 30.866413 | 46.41380 | 11 | 67.7245985 | 121.413625 | 11 | 267.50891 | 183.96184 | 11 | 80.2120552 | 43.668593 | 11 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-south | 375.3 | 174.9 | 19 | 60.3 | 43.7 | 19 | 17.870029 | 56.75365 | 19 | 12.4473865 | 39.407491 | 19 | 357.40057 | 192.18103 | 19 | 47.8421990 | 32.163049 | 19 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-west | 325.4 | 280.5 | 10 | 81.0 | 75.2 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 325.38344 | 280.49509 | 10 | 81.0012806 | 75.232889 | 10 |
2.3.3 Unify parrot tables and calculate stats at loc2 level
## Percent of loc2 groups where biomass matches: 100 %## Percent of loc2 groups where density matches: 100 %## Percent of loc2 groups where BOTH match: 100 %| Basin | Loc1 | Loc2 | Loc1.2 | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atlantic | caribbean | puertoRico | caribbean.puertoRico | 281.7 | 411.4 | 69 | 13.0 | 20.9 | 69 | 70.416769 | 135.61600 | 69 | 6.875096 | 15.27274 | 69 | 211.25031 | 335.59459 | 69 | 6.137423 | 11.46532 | 69 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | 465.2 | 507.5 | 105 | 35.6 | 40.6 | 105 | 54.613936 | 91.64200 | 105 | 9.439118 | 16.02112 | 105 | 410.54614 | 462.18487 | 105 | 26.186116 | 30.18590 | 105 |
| atlantic | caribbean | saintJohn | caribbean.saintJohn | 980.1 | 781.8 | 36 | 29.8 | 31.2 | 36 | 169.491525 | 189.19626 | 36 | 14.716540 | 22.44866 | 36 | 810.57753 | 668.10216 | 36 | 15.128858 | 16.92026 | 36 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | 1141.8 | 2605.3 | 38 | 33.0 | 44.4 | 38 | 148.676777 | 230.86847 | 38 | 13.674967 | 27.97078 | 38 | 993.16087 | 2417.68097 | 38 | 19.304282 | 26.34941 | 38 |
| atlantic | florida | dryTortugas | florida.dryTortugas | 1003.4 | 477.5 | 22 | 47.0 | 70.3 | 22 | 125.834617 | 116.74963 | 22 | 36.725472 | 69.47496 | 22 | 877.59759 | 417.53350 | 22 | 10.271857 | 7.45220 | 22 |
| atlantic | florida | keys | florida.keys | 606.5 | 467.5 | 16 | 54.9 | 49.5 | 16 | 108.580508 | 105.66114 | 16 | 36.879073 | 46.57334 | 16 | 497.88136 | 426.96504 | 16 | 18.013983 | 21.69758 | 16 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | 212.9 | 118.0 | 41 | 65.2 | 42.9 | 41 | 123.329199 | 63.40411 | 41 | 57.016803 | 43.87563 | 41 | 89.56869 | 99.85435 | 41 | 8.156491 | 12.32883 | 41 |
| pacific | marianas | guam | marianas.guam | 162.2 | 161.8 | 71 | 35.2 | 48.2 | 71 | 9.564241 | 34.46909 | 71 | 6.793308 | 24.64425 | 71 | 152.62934 | 150.21299 | 71 | 28.383185 | 36.41935 | 71 |
| pacific | marianas | maug | marianas.maug | 175.2 | 112.9 | 42 | 97.9 | 76.0 | 42 | 35.030929 | 59.87762 | 42 | 38.981273 | 63.83444 | 42 | 140.12372 | 106.41038 | 42 | 58.904021 | 39.04233 | 42 |
| pacific | marianas | pagan | marianas.pagan | 211.9 | 223.2 | 47 | 140.2 | 146.8 | 47 | 75.852569 | 157.10477 | 47 | 79.569291 | 124.85129 | 47 | 136.05302 | 109.52555 | 47 | 60.667850 | 62.27466 | 47 |
| pacific | marianas | saipan | marianas.saipan | 254.0 | 246.3 | 45 | 44.7 | 99.8 | 45 | 11.317685 | 56.07162 | 45 | 10.901040 | 52.42554 | 45 | 242.70146 | 228.55261 | 45 | 33.786727 | 53.41397 | 45 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | 129.9 | 131.4 | 39 | 116.7 | 226.8 | 39 | 33.372660 | 80.78058 | 39 | 76.486338 | 212.06695 | 39 | 96.49052 | 114.97158 | 39 | 40.257653 | 60.42291 | 39 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | 71.0 | 113.5 | 51 | 12.6 | 24.0 | 51 | 0.000000 | 0.00000 | 51 | 0.000000 | 0.00000 | 51 | 71.01292 | 113.51200 | 51 | 12.648155 | 24.03492 | 51 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | 649.9 | 686.5 | 32 | 103.4 | 105.8 | 32 | 19.452271 | 36.95234 | 32 | 24.721595 | 46.20555 | 32 | 630.43041 | 675.10337 | 32 | 78.632166 | 78.80392 | 32 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | 312.5 | 318.7 | 46 | 218.9 | 144.5 | 46 | 57.818607 | 51.29731 | 46 | 113.010079 | 118.29787 | 46 | 254.64791 | 322.43817 | 46 | 105.876825 | 89.84500 | 46 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | 247.4 | 142.4 | 35 | 98.9 | 113.8 | 35 | 33.953055 | 64.66654 | 35 | 53.957338 | 109.17398 | 35 | 213.41920 | 112.83156 | 35 | 44.948733 | 27.97252 | 35 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | 209.8 | 227.5 | 48 | 81.0 | 131.6 | 48 | 48.335946 | 169.96165 | 48 | 31.781422 | 123.44367 | 48 | 161.51279 | 143.43897 | 48 | 49.251114 | 43.58976 | 48 |
| pacific | samoa | ofu | samoa.ofu | 404.4 | 399.5 | 24 | 226.1 | 263.7 | 24 | 155.618167 | 307.80647 | 24 | 164.701835 | 246.74333 | 24 | 248.75328 | 178.16450 | 24 | 61.377281 | 51.72333 | 24 |
| pacific | samoa | tau | samoa.tau | 137.3 | 113.4 | 27 | 108.7 | 124.8 | 27 | 56.588424 | 94.16883 | 27 | 70.882487 | 119.21621 | 27 | 80.69090 | 68.72806 | 27 | 37.814304 | 35.04351 | 27 |
| pacific | samoa | tutuila | samoa.tutuila | 255.5 | 238.7 | 65 | 88.9 | 157.6 | 65 | 20.023596 | 67.42604 | 65 | 39.739667 | 137.87524 | 65 | 235.49490 | 221.72558 | 65 | 49.175739 | 51.36257 | 65 |
2.4 Environmental data
Table of summary statistics for loc2 sites| basin | loc1 | loc2 | loc1.2 | loc3 | lat | lon | maxDate | minDate | n | maxTemperature | minTemperature | meanTemperature | maxSalinity | minSalinity | meanSalinity | maxPAR | minPAR | meanPAR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-east | 18.33066 | -65.33373 | 15/12/2021 | 15/01/2017 | 60 | 29.55867 | 26.16267 | 27.78267 | 39.14560 | 34.58726 | 36.28825 | 57.16560 | 34.40720 | 45.89707 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-northeast | 18.33696 | -65.56462 | 15/12/2021 | 15/01/2017 | 60 | 29.64167 | 26.14400 | 27.82349 | 39.14560 | 34.58726 | 36.28825 | 56.73400 | 33.88800 | 45.88687 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-south | 17.91047 | -66.23161 | 15/12/2021 | 15/01/2017 | 56 | 29.65833 | 26.15633 | 28.01349 | 38.78876 | 31.96724 | 36.29282 | 57.39200 | 35.30440 | 47.86539 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-west | 18.34435 | -67.26923 | 15/12/2021 | 15/01/2017 | 56 | 29.59900 | 26.23800 | 28.06245 | 38.73786 | 34.73122 | 36.77095 | 52.86000 | 30.96850 | 42.38671 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-east | 17.82805 | -64.46711 | 15/12/2021 | 15/01/2016 | 79 | 29.55867 | 26.08933 | 27.82354 | 37.19409 | 33.60120 | 35.75669 | 58.27150 | 33.80350 | 47.32692 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-north | 17.78532 | -64.75953 | 15/12/2021 | 15/01/2014 | 103 | 29.57033 | 26.09100 | 27.77689 | 37.19809 | 33.62944 | 35.81677 | 57.24733 | 31.98333 | 46.47610 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-south | 17.70121 | -64.64793 | 15/12/2021 | 15/01/2016 | 79 | 29.57200 | 26.11067 | 27.82726 | 37.35077 | 33.66517 | 35.76936 | 57.98533 | 32.46400 | 47.37468 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-west | 17.73380 | -64.89639 | 15/12/2021 | 15/01/2016 | 79 | 29.58533 | 26.13267 | 27.84178 | 37.31226 | 33.67678 | 35.76740 | 55.44600 | 29.53467 | 44.07132 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | saintThomas-north | 18.38262 | -64.97816 | 15/12/2021 | 15/01/2017 | 60 | 29.56733 | 26.08900 | 27.75317 | 39.14560 | 34.58726 | 36.28825 | 58.05400 | 33.69950 | 46.38738 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | saintThomas-south | 18.34402 | -64.98453 | 15/12/2021 | 15/01/2015 | 86 | 29.55533 | 26.09167 | 27.80852 | 39.14560 | 34.58726 | 36.36394 | 57.79300 | 29.33600 | 45.53676 |
| atlantic | caribbean | saintThomas | caribbean.saintThomas | saintThomas-west | 18.34082 | -65.08269 | 15/12/2021 | 15/01/2017 | 60 | 29.56233 | 26.13100 | 27.78427 | 39.14560 | 34.58726 | 36.28825 | 56.08533 | 33.17800 | 44.51777 |
| atlantic | florida | keys | florida.keys | keys-uko | 24.88266 | -80.56088 | 15/12/2021 | 15/01/2016 | 78 | 30.44667 | 23.39467 | 27.23236 | 38.70824 | 34.30801 | 36.99134 | 58.36247 | 22.54112 | 44.04670 |
| atlantic | florida | keys | florida.keys | keys-uko | 24.90250 | -80.53104 | 15/12/2021 | 15/01/2016 | 78 | 30.46833 | 23.37133 | 27.22422 | 38.70824 | 34.30801 | 36.99134 | 58.25088 | 22.37050 | 44.03965 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | flowerGardenBanks-east | 27.90740 | -93.59925 | 15/12/2021 | 15/01/2015 | 90 | 30.71700 | 20.37733 | 25.54828 | 37.46044 | 30.19611 | 34.89411 | 60.33400 | 17.77200 | 39.22562 |
| pacific | marianas | guam | marianas.guam | guam-east | 13.47516 | 144.86485 | 15/12/2021 | 15/01/2014 | 103 | 30.22367 | 27.12567 | 28.86750 | 35.03508 | 32.39564 | 33.72445 | 56.67400 | 34.13600 | 44.33913 |
| pacific | marianas | guam | marianas.guam | guam-north | 13.60330 | 144.92365 | 15/12/2021 | 15/01/2014 | 102 | 30.24267 | 27.11733 | 28.85499 | 34.72307 | 32.18224 | 33.67773 | 55.17700 | 33.53600 | 44.42393 |
| pacific | marianas | guam | marianas.guam | guam-south | 13.24126 | 144.70442 | 15/12/2021 | 15/01/2014 | 103 | 30.25300 | 27.14067 | 28.91133 | 35.11860 | 33.15658 | 34.03647 | 56.58000 | 33.95467 | 44.66653 |
| pacific | marianas | guam | marianas.guam | guam-west | 13.52894 | 144.80037 | 15/12/2021 | 15/01/2014 | 102 | 30.21900 | 27.13467 | 28.84329 | 34.72307 | 32.18224 | 33.67773 | 55.53400 | 32.96700 | 43.42567 |
| pacific | marianas | maug | marianas.maug | maug-east | 20.02033 | 145.23972 | 15/12/2021 | 15/01/2014 | 99 | 30.87433 | 25.11633 | 28.31862 | 36.06712 | 33.62441 | 34.55486 | 59.07350 | 28.48100 | 45.11780 |
| pacific | marianas | maug | marianas.maug | maug-north | 20.03570 | 145.22467 | 15/12/2021 | 15/01/2014 | 99 | 30.87433 | 25.11633 | 28.31862 | 36.06712 | 33.62441 | 34.55486 | 59.07350 | 28.48100 | 45.11780 |
| pacific | marianas | maug | marianas.maug | maug-south | 20.01398 | 145.22746 | 15/12/2021 | 15/01/2017 | 66 | 30.35500 | 25.64900 | 28.39455 | 36.06712 | 33.62441 | 34.47699 | 59.07350 | 30.70975 | 45.17994 |
| pacific | marianas | maug | marianas.maug | maug-west | 20.01312 | 145.20806 | 15/12/2021 | 15/01/2014 | 99 | 30.87433 | 25.11633 | 28.31862 | 36.06712 | 33.62441 | 34.55486 | 59.44800 | 28.38800 | 44.80622 |
| pacific | marianas | pagan | marianas.pagan | pagan-east | 18.09612 | 145.76486 | 15/12/2021 | 15/01/2014 | 103 | 30.60000 | 26.21467 | 28.61807 | 36.18639 | 33.33631 | 34.35146 | 57.28067 | 26.93133 | 44.01817 |
| pacific | marianas | pagan | marianas.pagan | pagan-north | 18.16784 | 145.79495 | 15/12/2021 | 15/01/2014 | 103 | 30.63233 | 26.12533 | 28.60394 | 36.18639 | 33.33631 | 34.35146 | 58.72200 | 27.96800 | 44.47614 |
| pacific | marianas | pagan | marianas.pagan | pagan-south | 18.04564 | 145.70623 | 15/12/2021 | 15/01/2014 | 103 | 30.58700 | 26.26533 | 28.63017 | 35.17295 | 33.46750 | 34.36366 | 57.09600 | 25.62000 | 43.41293 |
| pacific | marianas | pagan | marianas.pagan | pagan-west | 18.12014 | 145.75466 | 15/12/2021 | 15/01/2014 | 103 | 30.61733 | 26.17025 | 28.61298 | 36.18639 | 33.33631 | 34.35146 | 57.28067 | 26.93133 | 44.01817 |
| pacific | marianas | saipan | marianas.saipan | saipan-east | 15.25866 | 145.81569 | 15/12/2021 | 15/01/2014 | 103 | 30.34400 | 26.92233 | 28.77355 | 35.01051 | 33.21275 | 34.19024 | 56.97400 | 33.92880 | 45.52164 |
| pacific | marianas | saipan | marianas.saipan | saipan-northwest | 15.25719 | 145.76675 | 15/12/2021 | 15/01/2017 | 67 | 30.32133 | 26.98633 | 28.78051 | 34.88993 | 33.55919 | 34.17502 | 57.15450 | 35.51120 | 46.39015 |
| pacific | marianas | saipan | marianas.saipan | saipan-south | 15.09785 | 145.74337 | 15/12/2021 | 15/01/2014 | 103 | 30.29200 | 26.95933 | 28.75117 | 35.18739 | 33.44971 | 34.24299 | 56.57467 | 33.89000 | 45.42712 |
| pacific | marianas | saipan | marianas.saipan | saipan-west | 15.15645 | 145.68970 | 15/12/2021 | 15/01/2014 | 103 | 30.25700 | 26.94067 | 28.73052 | 35.18739 | 33.44971 | 34.24299 | 56.26156 | 33.28067 | 44.44965 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.24913 | -155.89095 | 15/12/2019 | 15/01/2013 | 75 | 28.46767 | 23.92000 | 25.96344 | 35.42809 | 29.36302 | 32.64477 | 58.32083 | 30.97600 | 45.80875 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.26828 | -155.86040 | 15/12/2019 | 15/01/2013 | 75 | 28.45833 | 23.89167 | 25.94135 | 35.42809 | 29.36302 | 32.64477 | 57.76133 | 31.15067 | 45.30707 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-west | 19.24432 | -155.90024 | 15/12/2019 | 15/01/2013 | 84 | 28.67000 | 24.29700 | 26.29705 | 36.24085 | 32.19949 | 34.13069 | 52.25800 | 24.06533 | 38.86551 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.45862 | -157.79865 | 15/12/2019 | 15/03/2017 | 23 | 27.64767 | 23.18400 | 25.87559 | 36.89705 | 32.20330 | 34.23041 | 56.79250 | 29.30550 | 44.12433 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.47972 | -157.78294 | 15/12/2019 | 15/01/2013 | 59 | 28.03000 | 23.18400 | 25.60160 | 38.34129 | 31.58331 | 34.44019 | 57.24200 | 25.77600 | 44.75641 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-south | 21.28838 | -157.86542 | 15/12/2019 | 15/01/2013 | 59 | 28.45067 | 23.39867 | 25.96151 | 38.34129 | 31.58331 | 34.44019 | 57.53000 | 29.07900 | 47.73870 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 21.53412 | -158.23441 | 15/12/2019 | 15/02/2016 | 32 | 27.82478 | 23.32622 | 26.11857 | 38.34129 | 32.20330 | 34.36669 | 53.90900 | 29.10900 | 44.58166 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-south | 27.78237 | -175.88195 | 15/12/2019 | 15/01/2013 | 84 | 28.90100 | 19.49433 | 23.95309 | 36.01855 | 33.78317 | 35.14682 | 58.76400 | 20.76200 | 40.64833 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-south | -0.38234 | -160.00305 | 15/12/2018 | 15/01/2015 | 48 | 30.49667 | 25.84467 | 27.71131 | 35.71008 | 33.88814 | 35.03745 | 56.17233 | 34.59033 | 49.52517 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-west | -0.36896 | -160.00813 | 15/12/2018 | 15/01/2015 | 48 | 30.49667 | 25.84467 | 27.71131 | 35.71008 | 33.88814 | 35.03745 | 56.52800 | 34.21600 | 49.26042 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-east | 5.86379 | -162.03062 | 15/12/2018 | 15/01/2015 | 48 | 29.75500 | 27.55433 | 28.68729 | 34.70937 | 32.92673 | 34.06319 | 49.90200 | 30.56344 | 41.13499 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-north | 5.89733 | -162.07817 | 15/12/2018 | 15/01/2015 | 48 | 29.74767 | 27.55933 | 28.68787 | 34.70937 | 32.92673 | 34.06319 | 50.94200 | 31.46800 | 41.24415 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-west | 5.88322 | -162.13322 | 15/12/2018 | 15/01/2015 | 48 | 29.74200 | 27.56533 | 28.68966 | 34.70937 | 32.92673 | 34.06319 | 51.85600 | 32.12720 | 41.10372 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-east | 19.30616 | 166.65108 | 15/12/2017 | 15/01/2014 | 48 | 30.02033 | 25.64500 | 27.92985 | 35.48462 | 34.10323 | 34.84642 | 55.91600 | 32.13300 | 44.56893 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-north | 19.31602 | 166.62721 | 15/12/2017 | 15/01/2014 | 48 | 30.02133 | 25.64933 | 27.93038 | 35.48462 | 34.10323 | 34.84642 | 55.91600 | 32.13300 | 44.56893 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-south | 19.28065 | 166.62778 | 15/12/2017 | 15/01/2014 | 48 | 30.02833 | 25.65700 | 27.93778 | 35.48462 | 34.10323 | 34.84642 | 56.28429 | 32.83957 | 44.73363 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-west | 19.31625 | 166.59824 | 15/12/2017 | 15/01/2014 | 48 | 30.02200 | 25.65300 | 27.93274 | 35.48462 | 34.10323 | 34.84642 | 55.63979 | 31.74757 | 44.41450 |
| pacific | samoa | ofu | samoa.ofu | ofu-north | -14.15785 | -169.67442 | 15/12/2018 | 15/01/2015 | 48 | 30.19200 | 27.36300 | 28.91258 | 36.22795 | 29.94075 | 34.16768 | 52.69440 | 24.90720 | 42.12891 |
| pacific | samoa | ofu | samoa.ofu | ofu-south | -14.17330 | -169.64190 | 15/12/2018 | 15/01/2015 | 48 | 30.19100 | 27.36800 | 28.90807 | 36.22795 | 29.94075 | 34.16768 | 52.70600 | 25.77780 | 41.86850 |
| pacific | samoa | tau | samoa.tau | tau-north | -14.21240 | -169.44067 | 15/12/2018 | 15/01/2015 | 48 | 30.17567 | 27.31800 | 28.87915 | 36.51796 | 32.66103 | 34.27526 | 51.77400 | 24.87560 | 41.55035 |
| pacific | samoa | tau | samoa.tau | tau-west | -14.25755 | -169.50068 | 15/12/2018 | 15/01/2015 | 48 | 30.13267 | 27.26233 | 28.86830 | 36.68739 | 32.80734 | 34.63480 | 52.53400 | 24.76200 | 41.05929 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-east | -14.28521 | -170.56401 | 15/12/2017 | 15/01/2015 | 32 | 30.10800 | 27.10633 | 28.80980 | 39.24479 | 26.63661 | 34.18115 | 52.16050 | 29.25950 | 41.48897 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-north | -14.24479 | -170.65237 | 15/12/2017 | 15/01/2015 | 16 | 30.02167 | 27.61733 | 28.97715 | 37.08763 | 26.63661 | 31.46730 | 50.62200 | 29.85350 | 42.78166 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-south | -14.36351 | -170.76300 | 15/12/2017 | 15/01/2015 | 32 | 30.08467 | 26.99067 | 28.79176 | 39.11469 | 26.63661 | 33.62904 | 52.23450 | 28.80450 | 41.32216 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-west | -14.29464 | -170.81200 | 15/12/2017 | 15/01/2015 | 32 | 30.09233 | 27.06867 | 28.86902 | 39.11469 | 26.63661 | 33.62904 | 51.44610 | 28.54370 | 40.97039 |
2.5 Volume vs. Mass
Plot of deltaVolume_mm3cm2y vs. deltaMass_mgcm2y:
3 Spatial analysis of parrotfish data
3.1 General prevalence data
Combine bar stats and parrot community stats tables
3.1.1 Mean parrot biomass_kg_ha vs parrot density_ind_ha by point
3.1.2 Parrot biomass vs. density by loc2 and loc3
3.1.3 Boxplots of biomass and density at loc2 for community, scraper, and excavators
Note that these are based on individual point data
4 Spatial analysis of environmental data
4.1 Types of data
| Category | Column | # Values (non-NA) | Sites w/ Data | Start | End | Frequency | Value Group |
|---|---|---|---|---|---|---|---|
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,512 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,509 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,509 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,509 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,509 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,505 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,504 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,504 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,504 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,499 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,495 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,486 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,483 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 4,479 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 4,479 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 4,479 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 4,479 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 4,479 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 4,479 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 4,479 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 4,479 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 4,479 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 0 | 0/20 | insufficient | G1 | ||
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 0 | 0/20 | insufficient | G1 | ||
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 0 | 0/20 | insufficient | G1 | ||
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 0 | 0/20 | insufficient | G1 | ||
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 0 | 0/20 | insufficient | G1 | ||
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 0 | 0/20 | insufficient | G1 | ||
| Geospatial | lat | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Geospatial | lon | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | basin | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc1 | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc1.2 | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc2 | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc3 | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01dy | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01wk | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_03mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_03yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_05yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_06mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_10yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_all_before | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_03mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_03yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_05yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_06mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_10yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_all_before | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01dy | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01wk | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_03mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_03yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_05yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_06mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_10yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_all_before | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01dy | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01wk | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_03mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_03yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_05yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_06mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_10yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_all_before | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_03mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_03yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_05yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_06mo | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_10yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_all_before | 4,328 | 19/20 | 2013-01-15 | 2022-07-15 | monthly | G3 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01dy | 0 | 0/20 | insufficient | G1 | ||
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01mo | 0 | 0/20 | insufficient | G1 | ||
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01wk | 0 | 0/20 | insufficient | G1 | ||
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01dy | 0 | 0/20 | insufficient | G1 | ||
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01mo | 0 | 0/20 | insufficient | G1 | ||
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01wk | 0 | 0/20 | insufficient | G1 | ||
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,571 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,571 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,571 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,571 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,571 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,571 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,570 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,570 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,570 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,570 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,398 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,398 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,398 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,391 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,391 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,321 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,321 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,321 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,303 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,301 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,229 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,229 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,229 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,192 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,192 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,192 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,182 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,176 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,169 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,169 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,169 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,151 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,143 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,065 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,035 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 2,018 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 2,018 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 2,018 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 2,018 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 2,018 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 2,018 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 2,018 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 2,018 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 2,018 | 9/20 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 0 | 0/20 | insufficient | G1 | ||
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 0 | 0/20 | insufficient | G1 | ||
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 0 | 0/20 | insufficient | G1 | ||
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 0 | 0/20 | insufficient | G1 | ||
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 0 | 0/20 | insufficient | G1 | ||
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 0 | 0/20 | insufficient | G1 | ||
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,308 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,307 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,306 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,306 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,306 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,302 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,294 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,294 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,294 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,289 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,282 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,238 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,237 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,237 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,237 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,235 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,221 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,149 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,075 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4,054 | 19/20 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4,054 | 19/20 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4,054 | 19/20 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,030 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,027 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 3,976 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 3,882 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,522 | 19/20 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,513 | 19/20 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,503 | 19/20 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 3,401 | 19/20 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 3,401 | 19/20 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 3,401 | 19/20 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 3,401 | 19/20 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 3,401 | 19/20 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 3,401 | 19/20 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 3,401 | 19/20 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 3,401 | 19/20 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 3,401 | 19/20 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,173 | 19/20 | 2013-01-15 | 2023-08-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/20 | insufficient | G1 | ||
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/20 | insufficient | G1 | ||
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/20 | insufficient | G1 | ||
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/20 | insufficient | G1 | ||
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/20 | insufficient | G1 | ||
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/20 | insufficient | G1 | ||
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/20 | insufficient | G1 | ||
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/20 | insufficient | G1 | ||
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/20 | insufficient | G1 | ||
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/20 | insufficient | G1 | ||
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/20 | insufficient | G1 | ||
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/20 | insufficient | G1 | ||
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/20 | insufficient | G1 | ||
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/20 | insufficient | G1 | ||
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/20 | insufficient | G1 | ||
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/20 | insufficient | G1 | ||
| Temporal | date | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01dy | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01wk | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_03mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_03yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_05yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_06mo | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,596 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_all_before | 4,459 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_10yr | 4,459 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_05yr | 4,447 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,400 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_03yr | 4,399 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_10yr | 4,336 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,267 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,236 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_05yr | 4,222 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_03yr | 4,004 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_10yr | 3,916 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01yr | 3,765 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 3,598 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_all_before | 3,574 | 18/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_05yr | 3,448 | 19/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_06mo | 3,038 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_03yr | 2,974 | 19/20 | 2014-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr | 2,475 | 18/20 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_03mo | 2,196 | 20/20 | 2013-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 1,956 | 17/20 | 2013-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_05yr | 1,757 | 13/20 | 2014-07-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01mo | 1,609 | 20/20 | 2013-08-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01yr | 1,594 | 19/20 | 2014-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01wk | 1,391 | 20/20 | 2013-08-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01dy | 1,319 | 20/20 | 2013-08-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_03yr | 1,129 | 10/20 | 2014-07-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01yr | 1,099 | 20/20 | 2013-08-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_06mo | 1,001 | 19/20 | 2014-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_03mo | 646 | 19/20 | 2014-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01mo | 416 | 19/20 | 2014-07-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01wk | 360 | 19/20 | 2014-07-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01dy | 307 | 19/20 | 2014-07-15 | 2023-10-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01yr | 116 | 10/20 | 2014-07-15 | 2023-10-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_06mo | 47 | 6/20 | 2014-06-15 | 2022-06-15 | irregular | G1 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01dy | 0 | 0/20 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01mo | 0 | 0/20 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01wk | 0 | 0/20 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_03mo | 0 | 0/20 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01dy | 0 | 0/20 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01mo | 0 | 0/20 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01wk | 0 | 0/20 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_03mo | 0 | 0/20 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_06mo | 0 | 0/20 | insufficient | G1 |
| Value Group | Non-NA Count Range | |
|---|---|---|
| G1 | 0–2,398 | |
| G2 | 2,398–4,308 | |
| G3 | 4,308–4,512 | |
| G4 | 4,512–4,596 | |
| G5 | 4,596–4,597 |
4.2 Parameters to focus on
Based on the above, we focus on the following: Temperature: mean_Sea_Surface_Temperature_CRW_daily_01dy Thermal Stress: Degree_Heating_Weeks_CRW_daily_01wk
| Category | Parameter | # Values | Sites (of total) | Start | End |
|---|---|---|---|---|---|
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01mo | 4596 | 20/20 | 2013-01-15 | 2023-12-15 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4054 | 19/20 | 2013-01-15 | 2023-11-15 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4512 | 19/20 | 2013-01-15 | 2023-12-15 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01dy | 4328 | 19/20 | 2013-01-15 | 2022-07-15 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2169 | 9/20 | 2013-01-15 | 2022-12-15 |
| Geospatial | lat | 4596 | 20/20 | 2013-01-15 | 2023-12-15 |
| Geospatial | lon | 4596 | 20/20 | 2013-01-15 | 2023-12-15 |
| Metadata | basin | 4596 | 20/20 | 2013-01-15 | 2023-12-15 |
| Metadata | loc1 | 4596 | 20/20 | 2013-01-15 | 2023-12-15 |
| Metadata | loc1.2 | 4596 | 20/20 | 2013-01-15 | 2023-12-15 |
4.3 Environmental data stats
|
location
|
date coverage
|
SST
|
Salinity
|
Chlorophyll-a
|
PAR
|
Phytoplankton size
|
|||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| basin | loc1 | loc2 | loc1.2 | startDate | endDate | n_SST | mean_SST | sd_SST | se_SST | n_SSS | mean_SSS | sd_SSS | se_SSS | n_CHL | mean_CHL | sd_CHL | se_CHL | n_PAR | mean_PAR | sd_PAR | se_PAR | n_PHYTO | mean_PHYTO | sd_PHYTO | se_PHYTO |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | 2017-01-15 | 2022-12-15 | 336 | 27.87634 | 1.0268031 | 0.0560167 | 242 | 36.32806 | 1.0818426 | 0.0695435 | 336 | 0.3200344 | 0.1049213 | 0.0057239 | 321 | 45.69313 | 6.601661 | 0.3684688 | 0 | |||
| atlantic | caribbean | saintCroix | caribbean.saintCroix | 2014-01-15 | 2022-12-15 | 360 | 27.86278 | 1.0055094 | 0.0529950 | 360 | 35.68132 | 0.8992621 | 0.0473953 | 360 | 0.1672140 | 0.0377613 | 0.0019902 | 340 | 46.32382 | 6.746828 | 0.3658981 | 0 | |||
| atlantic | caribbean | saintJohn | caribbean.saintJohn | 2017-01-15 | 2022-12-15 | 216 | 27.72059 | 1.0572820 | 0.0719389 | 0 | 216 | 0.2326055 | 0.0273086 | 0.0018581 | 201 | 46.97734 | 6.938433 | 0.4893993 | 0 | ||||||
| atlantic | caribbean | saintThomas | caribbean.saintThomas | 2014-01-15 | 2022-12-15 | 252 | 27.76114 | 1.0286264 | 0.0647974 | 221 | 36.19788 | 0.9978143 | 0.0671203 | 252 | 0.2286902 | 0.0448547 | 0.0028256 | 237 | 45.45162 | 6.740469 | 0.4378405 | 0 | |||
| atlantic | florida | dryTortugas | florida.dryTortugas | 2015-01-15 | 2021-12-15 | 84 | 26.74598 | 2.6320760 | 0.2871830 | 84 | 36.00599 | 0.6300694 | 0.0687462 | 0 | 0 | 0 | |||||||||
| atlantic | florida | keys | florida.keys | 2016-01-15 | 2023-12-15 | 192 | 27.38606 | 2.2468661 | 0.1621536 | 188 | 36.82608 | 0.9363907 | 0.0682933 | 192 | 0.2195421 | 0.0162424 | 0.0011722 | 158 | 44.22992 | 9.890582 | 0.7868525 | 0 | |||
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | 2015-01-15 | 2022-12-15 | 96 | 25.71475 | 3.2534921 | 0.3320581 | 95 | 34.96236 | 1.4652931 | 0.1503359 | 96 | 0.2543008 | 0.0353510 | 0.0036080 | 91 | 39.41053 | 11.793893 | 1.2363360 | 0 | |||
| pacific | marianas | guam | marianas.guam | 2014-01-15 | 2022-12-15 | 432 | 28.90835 | 0.7827113 | 0.0376582 | 430 | 33.76275 | 0.5464061 | 0.0263500 | 432 | 0.0552559 | 0.0086824 | 0.0004177 | 412 | 44.22213 | 5.910617 | 0.2911952 | 324 | 0.9394456 | 0.0758588 | 0.0042144 |
| pacific | marianas | maug | marianas.maug | 2014-01-15 | 2022-12-15 | 396 | 28.36595 | 1.4315559 | 0.0719384 | 379 | 34.51032 | 0.5073542 | 0.0260610 | 396 | 0.0593293 | 0.0050413 | 0.0002533 | 376 | 44.76522 | 8.220151 | 0.4239219 | 396 | 0.9690120 | 0.0893924 | 0.0044921 |
| pacific | marianas | pagan | marianas.pagan | 2014-01-15 | 2022-12-15 | 432 | 28.66478 | 1.1579106 | 0.0557100 | 432 | 34.35408 | 0.4504119 | 0.0216705 | 432 | 0.0646411 | 0.0164810 | 0.0007929 | 412 | 43.98135 | 7.200212 | 0.3547290 | 411 | 0.9308673 | 0.0764679 | 0.0037719 |
| pacific | marianas | saipan | marianas.saipan | 2014-01-15 | 2022-12-15 | 396 | 28.80200 | 0.8831598 | 0.0443804 | 396 | 34.20247 | 0.3658608 | 0.0183852 | 396 | 0.0713085 | 0.0145905 | 0.0007332 | 376 | 45.35685 | 6.419172 | 0.3310435 | 323 | 1.3583190 | 0.4460578 | 0.0248193 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | 2013-01-15 | 2019-12-15 | 252 | 26.06691 | 1.1263578 | 0.0709539 | 234 | 33.17818 | 1.3723052 | 0.0897104 | 252 | 0.0983016 | 0.0067546 | 0.0004255 | 252 | 42.88309 | 7.865416 | 0.4954746 | 84 | 1.2295639 | 0.0993023 | 0.0108348 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | 2013-01-15 | 2019-12-15 | 252 | 25.70523 | 1.2537675 | 0.0789799 | 173 | 34.39870 | 1.3059469 | 0.0992893 | 252 | 0.1229885 | 0.0190210 | 0.0011982 | 252 | 43.40694 | 8.627460 | 0.5434789 | 216 | 1.6914481 | 0.4307741 | 0.0293105 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | 2013-01-15 | 2019-12-15 | 84 | 23.95309 | 2.6147291 | 0.2852903 | 84 | 35.14682 | 0.3905892 | 0.0426168 | 84 | 0.0938650 | 0.0082375 | 0.0008988 | 84 | 40.64833 | 11.512870 | 1.2561571 | 84 | 2.7592708 | 0.2926859 | 0.0319347 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | 2015-01-15 | 2018-12-15 | 96 | 27.71131 | 1.3301652 | 0.1357594 | 96 | 35.03745 | 0.3986195 | 0.0406839 | 96 | 0.2111132 | 0.0303573 | 0.0030983 | 96 | 49.39280 | 4.873096 | 0.4973583 | 0 | |||
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | 2015-01-15 | 2018-12-15 | 144 | 28.68827 | 0.5872159 | 0.0489347 | 144 | 34.06319 | 0.4180630 | 0.0348386 | 144 | 0.1332477 | 0.0252595 | 0.0021050 | 144 | 41.16095 | 4.741580 | 0.3951316 | 139 | 1.6580869 | 0.2678883 | 0.0227220 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | 2014-01-15 | 2017-12-15 | 192 | 27.93269 | 1.2854688 | 0.0927707 | 192 | 34.84642 | 0.3160059 | 0.0228058 | 192 | 0.0507453 | 0.0017270 | 0.0001246 | 192 | 44.57150 | 7.436761 | 0.5367020 | 192 | 1.0527659 | 0.2843405 | 0.0205205 |
| pacific | samoa | ofu | samoa.ofu | 2015-01-15 | 2018-12-15 | 96 | 28.91033 | 0.7202139 | 0.0735065 | 96 | 34.16768 | 1.2659702 | 0.1292075 | 96 | 0.0669868 | 0.0071115 | 0.0007258 | 96 | 41.99870 | 6.639070 | 0.6775972 | 0 | |||
| pacific | samoa | tau | samoa.tau | 2015-01-15 | 2018-12-15 | 96 | 28.87373 | 0.7372825 | 0.0752486 | 96 | 34.45503 | 0.8047850 | 0.0821380 | 96 | 0.0713949 | 0.0098823 | 0.0010086 | 96 | 41.30482 | 6.597556 | 0.6733603 | 0 | |||
| pacific | samoa | tutuila | samoa.tutuila | 2015-01-15 | 2018-12-15 | 192 | 28.86557 | 0.7668384 | 0.0553418 | 112 | 33.47796 | 2.9346935 | 0.2773025 | 192 | 0.1038933 | 0.0136465 | 0.0009849 | 192 | 41.38357 | 6.316282 | 0.4558384 | 0 | |||
4.4 Environmental data by site
4.4.1 Boxplots
4.4.2 Time series
5 Spatial analysis of BAR data
5.1 Statistical model of BAR data by loc2 in loc1
5.1.1 ANOVA for deltaMass_mgcm2y
5.1.1.1 ANOVA table for deltaMass_mgcm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 144010.99 | 20572.999 | 13.9179 | <0.0001 |
| loc1:loc2 | 12 | 54430.25 | 4535.854 | 3.0686 | 4e-04 |
| Residuals | 391 | 577963.24 | 1478.167 |
5.1.1.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -17.0130 | 7.1747 | 391 | -2.3712 | 0.2585 |
| caribbean - flowerGardenBanks | 51.1254 | 12.9694 | 391 | 3.9420 | 0.0024 |
| caribbean - marianas | 1.5762 | 5.8299 | 391 | 0.2704 | 1 |
| caribbean - middleHawaiianIslands | 1.4470 | 7.3064 | 391 | 0.1980 | 1 |
| caribbean - northwestHawaiianIslands | -16.5578 | 10.1246 | 391 | -1.6354 | 0.7285 |
| caribbean - pacificRemoteIslandArea | 33.0456 | 8.6791 | 391 | 3.8075 | 0.004 |
| caribbean - samoa | -42.3368 | 8.5455 | 391 | -4.9543 | <0.0001 |
| florida - flowerGardenBanks | 68.1384 | 13.3755 | 391 | 5.0943 | <0.0001 |
| florida - marianas | 18.5893 | 6.6849 | 391 | 2.7808 | 0.1028 |
| florida - middleHawaiianIslands | 18.4600 | 8.0052 | 391 | 2.3060 | 0.2929 |
| florida - northwestHawaiianIslands | 0.4552 | 10.6400 | 391 | 0.0428 | 1 |
| florida - pacificRemoteIslandArea | 50.0586 | 9.2751 | 391 | 5.3971 | <0.0001 |
| florida - samoa | -25.3238 | 9.1502 | 391 | -2.7676 | 0.1063 |
| flowerGardenBanks - marianas | -49.5491 | 12.7050 | 391 | -3.9000 | 0.0028 |
| flowerGardenBanks - middleHawaiianIslands | -49.6784 | 13.4466 | 391 | -3.6945 | 0.0061 |
| flowerGardenBanks - northwestHawaiianIslands | -67.6831 | 15.1637 | 391 | -4.4635 | 3e-04 |
| flowerGardenBanks - pacificRemoteIslandArea | -18.0798 | 14.2392 | 391 | -1.2697 | 0.9095 |
| flowerGardenBanks - samoa | -93.4622 | 14.1582 | 391 | -6.6013 | <0.0001 |
| marianas - middleHawaiianIslands | -0.1292 | 6.8260 | 391 | -0.0189 | 1 |
| marianas - northwestHawaiianIslands | -18.1340 | 9.7837 | 391 | -1.8535 | 0.5838 |
| marianas - pacificRemoteIslandArea | 31.4693 | 8.2788 | 391 | 3.8012 | 0.0041 |
| marianas - samoa | -43.9131 | 8.1386 | 391 | -5.3956 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | -18.0048 | 10.7292 | 391 | -1.6781 | 0.7015 |
| middleHawaiianIslands - pacificRemoteIslandArea | 31.5986 | 9.3773 | 391 | 3.3697 | 0.0186 |
| middleHawaiianIslands - samoa | -43.7838 | 9.2538 | 391 | -4.7315 | <0.0001 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 49.6034 | 11.7072 | 391 | 4.2370 | 7e-04 |
| northwestHawaiianIslands - samoa | -25.7791 | 11.6085 | 391 | -2.2207 | 0.3416 |
| pacificRemoteIslandArea - samoa | -75.3824 | 10.3719 | 391 | -7.2680 | <0.0001 |
5.1.1.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -4.3006 | 9.4510 | 391 | -0.4550 | 0.9686 |
| caribbean | puertoRico - saintJohn | 15.5759 | 13.6912 | 391 | 1.1377 | 0.6664 |
| caribbean | puertoRico - saintThomas | 19.5221 | 13.3407 | 391 | 1.4634 | 0.4608 |
| caribbean | saintCroix - saintJohn | 19.8764 | 12.1751 | 391 | 1.6325 | 0.3615 |
| caribbean | saintCroix - saintThomas | 23.8227 | 11.7796 | 391 | 2.0224 | 0.1815 |
| caribbean | saintJohn - saintThomas | 3.9463 | 15.3911 | 391 | 0.2564 | 0.9941 |
| florida | dryTortugas - keys | -25.3381 | 11.1514 | 391 | -2.2722 | 0.0236 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 3.3600 | 10.3508 | 391 | 0.3246 | 0.9882 |
| marianas | guam - pagan | -13.6789 | 10.6481 | 391 | -1.2846 | 0.5733 |
| marianas | guam - saipan | 33.3384 | 11.4655 | 391 | 2.9077 | 0.02 |
| marianas | maug - pagan | -17.0389 | 9.2813 | 391 | -1.8358 | 0.2581 |
| marianas | maug - saipan | 29.9784 | 10.2088 | 391 | 2.9365 | 0.0184 |
| marianas | pagan - saipan | 47.0173 | 10.5100 | 391 | 4.4736 | <0.0001 |
| middleHawaiianIslands | hawaii - oahu | 7.4447 | 11.4882 | 391 | 0.6480 | 0.5173 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | 2.3805 | 19.5126 | 391 | 0.1220 | 0.9918 |
| pacificRemoteIslandArea | jarvis - wake | 17.9185 | 18.9754 | 391 | 0.9443 | 0.6126 |
| pacificRemoteIslandArea | palmyra - wake | 15.5380 | 15.7507 | 391 | 0.9865 | 0.5858 |
| samoa | ofu - tau | -35.1866 | 19.8982 | 391 | -1.7683 | 0.1817 |
| samoa | ofu - tutuila | -9.2327 | 16.9990 | 391 | -0.5431 | 0.85 |
| samoa | tau - tutuila | 25.9539 | 16.2040 | 391 | 1.6017 | 0.2461 |
5.1.2 ANOVA for deltaVolume_mm3cm2y
5.1.2.1 ANOVA table for deltaVolume_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 68059.96 | 9722.8516 | 10.8906 | <0.0001 |
| loc1:loc2 | 12 | 30511.40 | 2542.6164 | 2.8480 | 9e-04 |
| Residuals | 391 | 349075.37 | 892.7759 |
5.1.2.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -8.9345 | 5.5759 | 391 | -1.6023 | 0.7488 |
| caribbean - flowerGardenBanks | 35.8271 | 10.0793 | 391 | 3.5545 | 0.01 |
| caribbean - marianas | 1.9820 | 4.5308 | 391 | 0.4374 | 0.9999 |
| caribbean - middleHawaiianIslands | -2.5357 | 5.6782 | 391 | -0.4466 | 0.9998 |
| caribbean - northwestHawaiianIslands | -16.1353 | 7.8684 | 391 | -2.0506 | 0.4491 |
| caribbean - pacificRemoteIslandArea | 16.4398 | 6.7450 | 391 | 2.4373 | 0.2264 |
| caribbean - samoa | -36.3167 | 6.6412 | 391 | -5.4684 | <0.0001 |
| florida - flowerGardenBanks | 44.7616 | 10.3949 | 391 | 4.3061 | 6e-04 |
| florida - marianas | 10.9164 | 5.1953 | 391 | 2.1012 | 0.4159 |
| florida - middleHawaiianIslands | 6.3987 | 6.2213 | 391 | 1.0285 | 0.9699 |
| florida - northwestHawaiianIslands | -7.2009 | 8.2689 | 391 | -0.8708 | 0.9884 |
| florida - pacificRemoteIslandArea | 25.3743 | 7.2082 | 391 | 3.5202 | 0.0113 |
| florida - samoa | -27.3822 | 7.1111 | 391 | -3.8506 | 0.0034 |
| flowerGardenBanks - marianas | -33.8451 | 9.8738 | 391 | -3.4278 | 0.0154 |
| flowerGardenBanks - middleHawaiianIslands | -38.3629 | 10.4501 | 391 | -3.6710 | 0.0066 |
| flowerGardenBanks - northwestHawaiianIslands | -51.9624 | 11.7846 | 391 | -4.4094 | 4e-04 |
| flowerGardenBanks - pacificRemoteIslandArea | -19.3873 | 11.0661 | 391 | -1.7520 | 0.653 |
| flowerGardenBanks - samoa | -72.1438 | 11.0031 | 391 | -6.5566 | <0.0001 |
| marianas - middleHawaiianIslands | -4.5177 | 5.3049 | 391 | -0.8516 | 0.9899 |
| marianas - northwestHawaiianIslands | -18.1173 | 7.6035 | 391 | -2.3828 | 0.2527 |
| marianas - pacificRemoteIslandArea | 14.4578 | 6.4339 | 391 | 2.2471 | 0.3261 |
| marianas - samoa | -38.2986 | 6.3250 | 391 | -6.0551 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | -13.5996 | 8.3383 | 391 | -1.6310 | 0.7313 |
| middleHawaiianIslands - pacificRemoteIslandArea | 18.9756 | 7.2876 | 391 | 2.6038 | 0.1576 |
| middleHawaiianIslands - samoa | -33.7809 | 7.1916 | 391 | -4.6972 | <0.0001 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 32.5751 | 9.0984 | 391 | 3.5803 | 0.0091 |
| northwestHawaiianIslands - samoa | -20.1813 | 9.0217 | 391 | -2.2370 | 0.332 |
| pacificRemoteIslandArea - samoa | -52.7565 | 8.0606 | 391 | -6.5450 | <0.0001 |
5.1.2.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | 1.4020 | 7.3449 | 391 | 0.1909 | 0.9975 |
| caribbean | puertoRico - saintJohn | 12.7103 | 10.6402 | 391 | 1.1946 | 0.6307 |
| caribbean | puertoRico - saintThomas | 17.1153 | 10.3678 | 391 | 1.6508 | 0.3514 |
| caribbean | saintCroix - saintJohn | 11.3083 | 9.4620 | 391 | 1.1951 | 0.6303 |
| caribbean | saintCroix - saintThomas | 15.7132 | 9.1546 | 391 | 1.7164 | 0.3165 |
| caribbean | saintJohn - saintThomas | 4.4050 | 11.9613 | 391 | 0.3683 | 0.9829 |
| florida | dryTortugas - keys | -15.8001 | 8.6664 | 391 | -1.8231 | 0.069 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 6.6506 | 8.0442 | 391 | 0.8268 | 0.8418 |
| marianas | guam - pagan | -9.4913 | 8.2753 | 391 | -1.1470 | 0.6606 |
| marianas | guam - saipan | 27.4881 | 8.9105 | 391 | 3.0849 | 0.0117 |
| marianas | maug - pagan | -16.1419 | 7.2131 | 391 | -2.2379 | 0.1149 |
| marianas | maug - saipan | 20.8376 | 7.9338 | 391 | 2.6264 | 0.0442 |
| marianas | pagan - saipan | 36.9795 | 8.1680 | 391 | 4.5274 | <0.0001 |
| middleHawaiianIslands | hawaii - oahu | 4.5001 | 8.9282 | 391 | 0.5040 | 0.6145 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | 3.0976 | 15.1643 | 391 | 0.2043 | 0.9773 |
| pacificRemoteIslandArea | jarvis - wake | 9.6785 | 14.7469 | 391 | 0.6563 | 0.7889 |
| pacificRemoteIslandArea | palmyra - wake | 6.5809 | 12.2408 | 391 | 0.5376 | 0.8528 |
| samoa | ofu - tau | -24.5156 | 15.4640 | 391 | -1.5853 | 0.2532 |
| samoa | ofu - tutuila | 1.1479 | 13.2109 | 391 | 0.0869 | 0.9958 |
| samoa | tau - tutuila | 25.6635 | 12.5931 | 391 | 2.0379 | 0.1046 |
5.1.3 ANOVA for deltaDensity_mgcm3cm2y
5.1.3.1 ANOVA table for deltaDensity_mgcm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 80.3328 | 11.4761 | 12.8251 | <0.0001 |
| loc1:loc2 | 9 | 15.5823 | 1.7314 | 1.9349 | 0.0469 |
| Residuals | 294 | 263.0764 | 0.8948 |
5.1.3.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | 0.1368 | 0.2004 | 294 | 0.6828 | 0.9974 |
| caribbean - flowerGardenBanks | -0.6013 | 0.3329 | 294 | -1.8062 | 0.6163 |
| caribbean - marianas | -0.2361 | 0.1876 | 294 | -1.2586 | 0.9131 |
| caribbean - middleHawaiianIslands | -0.0987 | 0.2033 | 294 | -0.4853 | 0.9997 |
| caribbean - northwestHawaiianIslands | 0.0474 | 0.2666 | 294 | 0.1780 | 1 |
| caribbean - pacificRemoteIslandArea | 0.8762 | 0.2974 | 294 | 2.9458 | 0.0674 |
| caribbean - samoa | 1.4013 | 0.2345 | 294 | 5.9757 | <0.0001 |
| florida - flowerGardenBanks | -0.7382 | 0.3291 | 294 | -2.2431 | 0.3293 |
| florida - marianas | -0.3729 | 0.1807 | 294 | -2.0638 | 0.441 |
| florida - middleHawaiianIslands | -0.2355 | 0.1970 | 294 | -1.1957 | 0.9327 |
| florida - northwestHawaiianIslands | -0.0894 | 0.2618 | 294 | -0.3415 | 1 |
| florida - pacificRemoteIslandArea | 0.7393 | 0.2931 | 294 | 2.5221 | 0.1903 |
| florida - samoa | 1.2645 | 0.2290 | 294 | 5.5207 | <0.0001 |
| flowerGardenBanks - marianas | 0.3653 | 0.3214 | 294 | 1.1364 | 0.9483 |
| flowerGardenBanks - middleHawaiianIslands | 0.5027 | 0.3308 | 294 | 1.5194 | 0.7966 |
| flowerGardenBanks - northwestHawaiianIslands | 0.6488 | 0.3731 | 294 | 1.7389 | 0.6617 |
| flowerGardenBanks - pacificRemoteIslandArea | 1.4775 | 0.3957 | 294 | 3.7337 | 0.0055 |
| flowerGardenBanks - samoa | 2.0026 | 0.3509 | 294 | 5.7074 | <0.0001 |
| marianas - middleHawaiianIslands | 0.1374 | 0.1839 | 294 | 0.7473 | 0.9954 |
| marianas - northwestHawaiianIslands | 0.2835 | 0.2521 | 294 | 1.1247 | 0.951 |
| marianas - pacificRemoteIslandArea | 1.1122 | 0.2845 | 294 | 3.9094 | 0.0029 |
| marianas - samoa | 1.6374 | 0.2179 | 294 | 7.5152 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | 0.1461 | 0.2640 | 294 | 0.5535 | 0.9993 |
| middleHawaiianIslands - pacificRemoteIslandArea | 0.9748 | 0.2951 | 294 | 3.3033 | 0.0236 |
| middleHawaiianIslands - samoa | 1.5000 | 0.2315 | 294 | 6.4781 | <0.0001 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 0.8287 | 0.3418 | 294 | 2.4246 | 0.2334 |
| northwestHawaiianIslands - samoa | 1.3539 | 0.2887 | 294 | 4.6894 | 1e-04 |
| pacificRemoteIslandArea - samoa | 0.5251 | 0.3174 | 294 | 1.6545 | 0.7165 |
5.1.3.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | 0.1148 | 0.2922 | 294 | 0.3927 | 0.6948 |
| florida | dryTortugas - keys | -0.7084 | 0.2744 | 294 | -2.5819 | 0.0103 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 0.3557 | 0.3067 | 294 | 1.1598 | 0.6527 |
| marianas | guam - pagan | 0.3436 | 0.3351 | 294 | 1.0253 | 0.7348 |
| marianas | guam - saipan | -0.2660 | 0.3664 | 294 | -0.7262 | 0.8866 |
| marianas | maug - pagan | -0.0122 | 0.2950 | 294 | -0.0412 | 1.0000 |
| marianas | maug - saipan | -0.6218 | 0.3301 | 294 | -1.8834 | 0.2374 |
| marianas | pagan - saipan | -0.6096 | 0.3567 | 294 | -1.7092 | 0.3207 |
| middleHawaiianIslands | hawaii - oahu | 0.1220 | 0.2827 | 294 | 0.4317 | 0.6663 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -0.9873 | 0.5181 | 294 | -1.9056 | 0.0577 |
| samoa | ofu - tau | -0.5769 | 0.5056 | 294 | -1.1410 | 0.4897 |
| samoa | ofu - tutuila | 0.0215 | 0.4182 | 294 | 0.0514 | 0.9985 |
| samoa | tau - tutuila | 0.5984 | 0.4182 | 294 | 1.4307 | 0.3264 |
5.1.4 ANOVA for macroboring_mm3cm2y
5.1.4.1 ANOVA table for macroboring_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 1130.3536 | 161.4791 | 10.7933 | <0.0001 |
| loc1:loc2 | 12 | 511.0274 | 42.5856 | 2.8464 | 9e-04 |
| Residuals | 391 | 5849.7657 | 14.9610 |
5.1.4.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -0.5639 | 0.7218 | 391 | -0.7812 | 0.994 |
| caribbean - flowerGardenBanks | -4.5398 | 1.3048 | 391 | -3.4793 | 0.0129 |
| caribbean - marianas | -3.8268 | 0.5865 | 391 | -6.5246 | <0.0001 |
| caribbean - middleHawaiianIslands | -0.1559 | 0.7351 | 391 | -0.2120 | 1 |
| caribbean - northwestHawaiianIslands | -4.6071 | 1.0186 | 391 | -4.5230 | 2e-04 |
| caribbean - pacificRemoteIslandArea | -4.2875 | 0.8732 | 391 | -4.9103 | <0.0001 |
| caribbean - samoa | -1.4260 | 0.8597 | 391 | -1.6586 | 0.7139 |
| florida - flowerGardenBanks | -3.9759 | 1.3456 | 391 | -2.9546 | 0.0649 |
| florida - marianas | -3.2629 | 0.6725 | 391 | -4.8517 | <0.0001 |
| florida - middleHawaiianIslands | 0.4080 | 0.8054 | 391 | 0.5066 | 0.9996 |
| florida - northwestHawaiianIslands | -4.0432 | 1.0704 | 391 | -3.7772 | 0.0045 |
| florida - pacificRemoteIslandArea | -3.7236 | 0.9331 | 391 | -3.9905 | 0.002 |
| florida - samoa | -0.8621 | 0.9206 | 391 | -0.9365 | 0.9823 |
| flowerGardenBanks - marianas | 0.7130 | 1.2782 | 391 | 0.5578 | 0.9993 |
| flowerGardenBanks - middleHawaiianIslands | 4.3839 | 1.3528 | 391 | 3.2406 | 0.0281 |
| flowerGardenBanks - northwestHawaiianIslands | -0.0673 | 1.5255 | 391 | -0.0441 | 1 |
| flowerGardenBanks - pacificRemoteIslandArea | 0.2523 | 1.4325 | 391 | 0.1761 | 1 |
| flowerGardenBanks - samoa | 3.1138 | 1.4244 | 391 | 2.1861 | 0.3624 |
| marianas - middleHawaiianIslands | 3.6709 | 0.6867 | 391 | 5.3455 | <0.0001 |
| marianas - northwestHawaiianIslands | -0.7803 | 0.9843 | 391 | -0.7927 | 0.9934 |
| marianas - pacificRemoteIslandArea | -0.4607 | 0.8329 | 391 | -0.5531 | 0.9993 |
| marianas - samoa | 2.4008 | 0.8188 | 391 | 2.9322 | 0.0691 |
| middleHawaiianIslands - northwestHawaiianIslands | -4.4512 | 1.0794 | 391 | -4.1238 | 0.0012 |
| middleHawaiianIslands - pacificRemoteIslandArea | -4.1316 | 0.9434 | 391 | -4.3795 | 4e-04 |
| middleHawaiianIslands - samoa | -1.2701 | 0.9310 | 391 | -1.3643 | 0.8728 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 0.3196 | 1.1778 | 391 | 0.2713 | 1 |
| northwestHawaiianIslands - samoa | 3.1811 | 1.1679 | 391 | 2.7239 | 0.1185 |
| pacificRemoteIslandArea - samoa | 2.8615 | 1.0435 | 391 | 2.7423 | 0.1132 |
5.1.4.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -2.5254 | 0.9508 | 391 | -2.6560 | 0.0409 |
| caribbean | puertoRico - saintJohn | 0.7791 | 1.3774 | 391 | 0.5656 | 0.9422 |
| caribbean | puertoRico - saintThomas | -2.2789 | 1.3421 | 391 | -1.6980 | 0.3261 |
| caribbean | saintCroix - saintJohn | 3.3044 | 1.2249 | 391 | 2.6978 | 0.0365 |
| caribbean | saintCroix - saintThomas | 0.2465 | 1.1851 | 391 | 0.2080 | 0.9968 |
| caribbean | saintJohn - saintThomas | -3.0579 | 1.5484 | 391 | -1.9749 | 0.1993 |
| florida | dryTortugas - keys | -3.6754 | 1.1219 | 391 | -3.2761 | 0.0011 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | -0.5371 | 1.0413 | 391 | -0.5158 | 0.9553 |
| marianas | guam - pagan | 1.5309 | 1.0713 | 391 | 1.4291 | 0.4819 |
| marianas | guam - saipan | -0.6089 | 1.1535 | 391 | -0.5279 | 0.9523 |
| marianas | maug - pagan | 2.0679 | 0.9337 | 391 | 2.2147 | 0.1210 |
| marianas | maug - saipan | -0.0718 | 1.0271 | 391 | -0.0699 | 0.9999 |
| marianas | pagan - saipan | -2.1398 | 1.0574 | 391 | -2.0237 | 0.1810 |
| middleHawaiianIslands | hawaii - oahu | -1.1644 | 1.1558 | 391 | -1.0075 | 0.3143 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -1.6527 | 1.9631 | 391 | -0.8419 | 0.6772 |
| pacificRemoteIslandArea | jarvis - wake | -1.3055 | 1.9090 | 391 | -0.6838 | 0.7731 |
| pacificRemoteIslandArea | palmyra - wake | 0.3472 | 1.5846 | 391 | 0.2191 | 0.9739 |
| samoa | ofu - tau | -3.2705 | 2.0019 | 391 | -1.6338 | 0.2327 |
| samoa | ofu - tutuila | -2.7715 | 1.7102 | 391 | -1.6206 | 0.2381 |
| samoa | tau - tutuila | 0.4990 | 1.6302 | 391 | 0.3061 | 0.9497 |
5.1.5 ANOVA for accretion_mm3cm2y
5.1.5.1 ANOVA table for accretion_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 11912.417 | 1701.7739 | 9.2814 | <0.0001 |
| loc1:loc2 | 12 | 5303.243 | 441.9369 | 2.4103 | 0.0051 |
| Residuals | 391 | 71691.113 | 183.3532 |
5.1.5.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -5.9379 | 2.5269 | 391 | -2.3499 | 0.2695 |
| caribbean - flowerGardenBanks | 2.9770 | 4.5677 | 391 | 0.6517 | 0.9981 |
| caribbean - marianas | -5.5374 | 2.0533 | 391 | -2.6969 | 0.1266 |
| caribbean - middleHawaiianIslands | -2.1957 | 2.5733 | 391 | -0.8533 | 0.9898 |
| caribbean - northwestHawaiianIslands | 3.5439 | 3.5658 | 391 | 0.9938 | 0.9752 |
| caribbean - pacificRemoteIslandArea | -3.1119 | 3.0567 | 391 | -1.0180 | 0.9716 |
| caribbean - samoa | -20.7421 | 3.0097 | 391 | -6.8918 | <0.0001 |
| florida - flowerGardenBanks | 8.9149 | 4.7108 | 391 | 1.8924 | 0.5569 |
| florida - marianas | 0.4005 | 2.3544 | 391 | 0.1701 | 1 |
| florida - middleHawaiianIslands | 3.7422 | 2.8194 | 391 | 1.3273 | 0.8881 |
| florida - northwestHawaiianIslands | 9.4818 | 3.7473 | 391 | 2.5303 | 0.1859 |
| florida - pacificRemoteIslandArea | 2.8260 | 3.2666 | 391 | 0.8651 | 0.9889 |
| florida - samoa | -14.8042 | 3.2226 | 391 | -4.5938 | 2e-04 |
| flowerGardenBanks - marianas | -8.5144 | 4.4746 | 391 | -1.9028 | 0.5498 |
| flowerGardenBanks - middleHawaiianIslands | -5.1727 | 4.7358 | 391 | -1.0923 | 0.9582 |
| flowerGardenBanks - northwestHawaiianIslands | 0.5668 | 5.3406 | 391 | 0.1061 | 1 |
| flowerGardenBanks - pacificRemoteIslandArea | -6.0889 | 5.0150 | 391 | -1.2141 | 0.9275 |
| flowerGardenBanks - samoa | -23.7191 | 4.9864 | 391 | -4.7567 | <0.0001 |
| marianas - middleHawaiianIslands | 3.3417 | 2.4041 | 391 | 1.3900 | 0.8616 |
| marianas - northwestHawaiianIslands | 9.0812 | 3.4458 | 391 | 2.6355 | 0.1465 |
| marianas - pacificRemoteIslandArea | 2.4255 | 2.9157 | 391 | 0.8319 | 0.9912 |
| marianas - samoa | -15.2047 | 2.8664 | 391 | -5.3045 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | 5.7396 | 3.7788 | 391 | 1.5189 | 0.797 |
| middleHawaiianIslands - pacificRemoteIslandArea | -0.9162 | 3.3026 | 391 | -0.2774 | 1 |
| middleHawaiianIslands - samoa | -18.5464 | 3.2591 | 391 | -5.6906 | <0.0001 |
| northwestHawaiianIslands - pacificRemoteIslandArea | -6.6557 | 4.1232 | 391 | -1.6142 | 0.7416 |
| northwestHawaiianIslands - samoa | -24.2859 | 4.0885 | 391 | -5.9401 | <0.0001 |
| pacificRemoteIslandArea - samoa | -17.6302 | 3.6529 | 391 | -4.8263 | <0.0001 |
5.1.5.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -2.5828 | 3.3286 | 391 | -0.7759 | 0.8653 |
| caribbean | puertoRico - saintJohn | 1.3021 | 4.8220 | 391 | 0.2700 | 0.9931 |
| caribbean | puertoRico - saintThomas | 3.2877 | 4.6985 | 391 | 0.6997 | 0.8971 |
| caribbean | saintCroix - saintJohn | 3.8849 | 4.2880 | 391 | 0.9060 | 0.8017 |
| caribbean | saintCroix - saintThomas | 5.8705 | 4.1487 | 391 | 1.4150 | 0.4907 |
| caribbean | saintJohn - saintThomas | 1.9856 | 5.4207 | 391 | 0.3663 | 0.9832 |
| florida | dryTortugas - keys | -12.2699 | 3.9275 | 391 | -3.1241 | 0.0019 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 8.9755 | 3.6455 | 391 | 2.4621 | 0.0676 |
| marianas | guam - pagan | 4.7272 | 3.7502 | 391 | 1.2605 | 0.5887 |
| marianas | guam - saipan | 11.6677 | 4.0381 | 391 | 2.8894 | 0.0211 |
| marianas | maug - pagan | -4.2483 | 3.2688 | 391 | -1.2996 | 0.5637 |
| marianas | maug - saipan | 2.6922 | 3.5955 | 391 | 0.7488 | 0.8772 |
| marianas | pagan - saipan | 6.9405 | 3.7016 | 391 | 1.8750 | 0.2405 |
| middleHawaiianIslands | hawaii - oahu | -2.9110 | 4.0461 | 391 | -0.7195 | 0.4723 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -5.2770 | 6.8722 | 391 | -0.7679 | 0.7230 |
| pacificRemoteIslandArea | jarvis - wake | -10.8568 | 6.6830 | 391 | -1.6245 | 0.2365 |
| pacificRemoteIslandArea | palmyra - wake | -5.5799 | 5.5473 | 391 | -1.0059 | 0.5736 |
| samoa | ofu - tau | -10.8260 | 7.0080 | 391 | -1.5448 | 0.2712 |
| samoa | ofu - tutuila | -1.9396 | 5.9869 | 391 | -0.3240 | 0.9438 |
| samoa | tau - tutuila | 8.8864 | 5.7070 | 391 | 1.5571 | 0.2656 |
5.1.6 ANOVA for grazing_mm3cm2y
5.1.6.1 ANOVA table for grazing_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 51153.29 | 7307.6126 | 14.5170 | <0.0001 |
| loc1:loc2 | 12 | 20757.85 | 1729.8211 | 3.4364 | <0.0001 |
| Residuals | 391 | 196822.46 | 503.3822 |
5.1.6.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -2.4327 | 4.1869 | 391 | -0.5810 | 0.9991 |
| caribbean - flowerGardenBanks | 37.3899 | 7.5684 | 391 | 4.9402 | <0.0001 |
| caribbean - marianas | 11.3462 | 3.4021 | 391 | 3.3350 | 0.0208 |
| caribbean - middleHawaiianIslands | -0.1842 | 4.2637 | 391 | -0.0432 | 1 |
| caribbean - northwestHawaiianIslands | -15.0721 | 5.9084 | 391 | -2.5510 | 0.1776 |
| caribbean - pacificRemoteIslandArea | 23.8392 | 5.0648 | 391 | 4.7069 | <0.0001 |
| caribbean - samoa | -14.1486 | 4.9868 | 391 | -2.8372 | 0.089 |
| florida - flowerGardenBanks | 39.8226 | 7.8055 | 391 | 5.1019 | <0.0001 |
| florida - marianas | 13.7789 | 3.9011 | 391 | 3.5321 | 0.0108 |
| florida - middleHawaiianIslands | 2.2485 | 4.6715 | 391 | 0.4813 | 0.9997 |
| florida - northwestHawaiianIslands | -12.6394 | 6.2091 | 391 | -2.0356 | 0.4592 |
| florida - pacificRemoteIslandArea | 26.2719 | 5.4126 | 391 | 4.8539 | <0.0001 |
| florida - samoa | -11.7159 | 5.3397 | 391 | -2.1941 | 0.3575 |
| flowerGardenBanks - marianas | -26.0437 | 7.4142 | 391 | -3.5127 | 0.0115 |
| flowerGardenBanks - middleHawaiianIslands | -37.5741 | 7.8469 | 391 | -4.7884 | <0.0001 |
| flowerGardenBanks - northwestHawaiianIslands | -52.4619 | 8.8489 | 391 | -5.9286 | <0.0001 |
| flowerGardenBanks - pacificRemoteIslandArea | -13.5507 | 8.3095 | 391 | -1.6307 | 0.7314 |
| flowerGardenBanks - samoa | -51.5385 | 8.2622 | 391 | -6.2379 | <0.0001 |
| marianas - middleHawaiianIslands | -11.5304 | 3.9834 | 391 | -2.8946 | 0.0764 |
| marianas - northwestHawaiianIslands | -26.4183 | 5.7094 | 391 | -4.6272 | 1e-04 |
| marianas - pacificRemoteIslandArea | 12.4930 | 4.8312 | 391 | 2.5859 | 0.1642 |
| marianas - samoa | -25.4948 | 4.7494 | 391 | -5.3680 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | -14.8879 | 6.2611 | 391 | -2.3778 | 0.2552 |
| middleHawaiianIslands - pacificRemoteIslandArea | 24.0234 | 5.4722 | 391 | 4.3901 | 4e-04 |
| middleHawaiianIslands - samoa | -13.9644 | 5.4001 | 391 | -2.5859 | 0.1642 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 38.9113 | 6.8319 | 391 | 5.6955 | <0.0001 |
| northwestHawaiianIslands - samoa | 0.9235 | 6.7743 | 391 | 0.1363 | 1 |
| pacificRemoteIslandArea - samoa | -37.9878 | 6.0526 | 391 | -6.2762 | <0.0001 |
5.1.6.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | 6.5102 | 5.5153 | 391 | 1.1804 | 0.6396 |
| caribbean | puertoRico - saintJohn | 10.6292 | 7.9897 | 391 | 1.3304 | 0.5441 |
| caribbean | puertoRico - saintThomas | 16.1065 | 7.7851 | 391 | 2.0689 | 0.1652 |
| caribbean | saintCroix - saintJohn | 4.1190 | 7.1050 | 391 | 0.5797 | 0.9381 |
| caribbean | saintCroix - saintThomas | 9.5963 | 6.8741 | 391 | 1.3960 | 0.5026 |
| caribbean | saintJohn - saintThomas | 5.4773 | 8.9817 | 391 | 0.6098 | 0.9289 |
| florida | dryTortugas - keys | 0.1452 | 6.5075 | 391 | 0.0223 | 0.9822 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | -1.7879 | 6.0404 | 391 | -0.2960 | 0.991 |
| marianas | guam - pagan | -15.7494 | 6.2138 | 391 | -2.5346 | 0.0563 |
| marianas | guam - saipan | 16.4293 | 6.6908 | 391 | 2.4555 | 0.0687 |
| marianas | maug - pagan | -13.9615 | 5.4162 | 391 | -2.5777 | 0.0503 |
| marianas | maug - saipan | 18.2172 | 5.9574 | 391 | 3.0579 | 0.0127 |
| marianas | pagan - saipan | 32.1787 | 6.1333 | 391 | 5.2466 | <0.0001 |
| middleHawaiianIslands | hawaii - oahu | 8.5756 | 6.7041 | 391 | 1.2792 | 0.2016 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | 10.0272 | 11.3868 | 391 | 0.8806 | 0.6529 |
| pacificRemoteIslandArea | jarvis - wake | 21.8408 | 11.0733 | 391 | 1.9724 | 0.1204 |
| pacificRemoteIslandArea | palmyra - wake | 11.8135 | 9.1915 | 391 | 1.2853 | 0.4043 |
| samoa | ofu - tau | -10.4190 | 11.6118 | 391 | -0.8973 | 0.6423 |
| samoa | ofu - tutuila | 5.8590 | 9.9200 | 391 | 0.5906 | 0.8252 |
| samoa | tau - tutuila | 16.2780 | 9.4560 | 391 | 1.7214 | 0.1984 |
5.2 Plots of BAR data by loc2
5.2.1 Plot deltaVolume_mm3cm2y
5.2.2 Plot deltaDensity_mgcm3cm2y
5.2.3 Plot macroboring_mm3cm2y
5.2.4 Plot grazing_mm3cm2y
5.2.5 Plot accretion_mm3cm2y
5.2.6 dryTortugas
 |
|---|
 |
| ### guam |
5.2.7 hawaii
 |
|---|
 |
| ### keys |
5.2.8 maug
 |
|---|
 |
| ### ofu |
5.2.9 pagan
 |
|---|
 |
| ### pearlHermes |
5.2.10 puertoRico
 |
|---|
 |
| ### saintJohn |
5.2.11 saintThomas
 |
|---|
 |
| ### tau |
5.2.12 tutuila
 |
|---|
 |
| ### Caribbean |
5.2.13 Florida
 |
|---|
 |
| ### Marianas |
5.2.14 Middle Hawaiian Islands
 |
|---|
 |
| ### Pacific Remote Island Area |
5.2.15 American Samoa
6 Exploration of grazing as a driver
6.1 BAR data vs. Grazing
6.1.1 MASS change vs Grazing
6.1.2 VOLUME change vs Grazing
6.1.3 DENSITY change vs Grazing
6.1.4 MACROBORING vs Grazing
6.1.5 ACCRETION vs Grazing
7 Exploration of parrotfish as a driver
7.1 Parrotfish Loc2 as driver
## $meanDeltaMass
## $meanDeltaVolume
## $meanDeltaDensity
## $meanMacroboring
## $meanGrazing
## $meanAccretion
7.2 Parrotfish Loc3 as driver of Loc3 averages
## $meanDeltaMass
## $meanDeltaVolume
## $meanDeltaDensity
## $meanMacroboring
## $meanGrazing
## $meanAccretion
7.3 Parrotfish Loc3 as driver of BAR point data
8 Exploration of environmental data as a driver
8.1 Satellite environmental data
8.2 Aragonite saturation state as a driver
8.2.1 AragSatState by loc2
8.2.2 AragSatState by loc3
9 Multivariate analysis
## [1] 0.1522198Stress = 0.1522198
10 Human pressure/proximity analysis
10.1 Calculate human pressure statistics
Distance to coastline, port, city, or nearest port/city
Population within a set radius Data from: https://search.earthdata.nasa.gov/search?q=CIESIN%20ESDIS
Display human pressure statistics table|
location
|
distance
|
population
|
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| loc3 | latitude | longitude | basin | dist_coast_km | dist_port_km | dist_city_km | dist_human_access_km | population_5km_2005 | population_10km_2005 | population_50km_2005 | population_100km_2005 |
| puertoRico-east | 18.3307 | -65.3337 | atlantic | 0.4788 | 42.7822 | 84.8951 | 42.7822 | 1655.5532 | 1774.8440 | 174058.2102 | 2197747.8189 |
| puertoRico-north | 18.4823 | -66.7212 | atlantic | 0.4528 | 2.2049 | 4.7875 | 2.2049 | 32125.5092 | 89699.7317 | 1006934.1268 | 3501549.6475 |
| puertoRico-northeast | 18.3370 | -65.5646 | atlantic | 6.7774 | 56.6559 | 60.7460 | 56.6559 | 0.9115 | 18814.2291 | 866252.1875 | 2573861.0531 |
| puertoRico-south | 17.9105 | -66.2316 | atlantic | 3.1541 | 40.5643 | 41.9377 | 40.5643 | 1262.4087 | 22720.7850 | 1231073.4198 | 3390075.6168 |
| puertoRico-west | 18.3443 | -67.2692 | atlantic | 0.6183 | 15.1529 | 20.9596 | 15.1529 | 10448.1150 | 37815.1842 | 636276.7822 | 1465893.5192 |
| saintCroix-east | 17.8281 | -64.4671 | atlantic | 12.4647 | 74.2925 | 31.1710 | 31.1710 | 0.0000 | 0.0000 | 49178.2971 | 139488.6493 |
| saintCroix-north | 17.7853 | -64.7595 | atlantic | 0.1380 | 63.3690 | 4.0150 | 4.0150 | 9369.2126 | 29593.6079 | 49178.6871 | 150644.6981 |
| saintCroix-south | 17.7012 | -64.6479 | atlantic | 2.4142 | 76.1663 | 12.1132 | 12.1132 | 1894.7723 | 12063.4927 | 49178.2971 | 150556.0095 |
| saintCroix-west | 17.7338 | -64.8964 | atlantic | 0.9806 | 66.6167 | 15.6143 | 15.6143 | 5643.1254 | 17797.8222 | 49178.2971 | 164548.9777 |
| saintJohn-north | 18.3632 | -64.7705 | atlantic | 0.7263 | 17.0182 | 68.1732 | 17.0182 | 2715.1602 | 10158.6219 | 90161.7515 | 212217.2805 |
| saintJohn-south | 18.3098 | -64.7230 | atlantic | 0.3172 | 21.8265 | 62.2663 | 21.8265 | 1268.5472 | 5796.5155 | 90161.7515 | 190605.4513 |
| saintJohn-west | 18.3280 | -64.8090 | atlantic | 0.8179 | 12.6097 | 64.5339 | 12.6097 | 6107.3887 | 23337.0525 | 89581.7562 | 236043.7161 |
| saintThomas-north | 18.3826 | -64.9782 | atlantic | 0.8990 | 7.6870 | 74.3253 | 7.6870 | 9503.1453 | 36856.8761 | 87305.9903 | 520845.3421 |
| saintThomas-south | 18.3443 | -64.9844 | atlantic | 0.4425 | 6.0583 | 70.5367 | 6.0583 | 20928.1255 | 37273.6080 | 87246.6181 | 558523.3441 |
| saintThomas-west | 18.3408 | -65.0827 | atlantic | 4.5763 | 16.3123 | 74.4836 | 16.3123 | 355.0389 | 1931.0336 | 84975.2246 | 1014491.6905 |
| dryTortugas-west | 24.6112 | -82.8704 | atlantic | 73.2976 | 178.8298 | 110.1604 | 110.1604 | 17.8305 | 17.8305 | 17.8305 | 58.8405 |
| keys-uko | 24.8929 | -80.5455 | atlantic | 7.2012 | 105.2073 | 64.3481 | 64.3481 | 0.0000 | 2331.7546 | 18429.0543 | 1207927.9023 |
| flowerGardenBanks-east | 27.9074 | -93.5992 | atlantic | 192.7863 | 195.6377 | 194.1644 | 194.1644 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| guam-east | 13.4752 | 144.8649 | pacific | 0.5327 | 216.0497 | 12.4344 | 12.4344 | 16458.4615 | 115256.7379 | 180374.9993 | 182958.0276 |
| guam-north | 13.6033 | 144.9237 | pacific | 0.0552 | 200.4536 | 23.9199 | 23.9199 | 3503.8694 | 42970.9357 | 180363.2034 | 182958.0276 |
| guam-south | 13.2418 | 144.7045 | pacific | 0.0529 | 246.9930 | 25.8523 | 25.8523 | 1675.6335 | 4010.7071 | 180374.9993 | 180374.9993 |
| guam-west | 13.5290 | 144.8004 | pacific | 0.4206 | 213.8562 | 8.5189 | 8.5189 | 43282.3581 | 128131.6122 | 180374.9993 | 182958.0276 |
| maug-east | 20.0204 | 145.2398 | pacific | 0.5904 | 535.7026 | 537.4806 | 535.7026 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-north | 20.0357 | 145.2247 | pacific | 0.3456 | 537.5561 | 539.3381 | 537.5561 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-south | 20.0140 | 145.2275 | pacific | 0.7775 | 535.1257 | 536.9076 | 535.1257 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-west | 20.0131 | 145.2081 | pacific | 2.5249 | 535.2424 | 537.0299 | 535.2424 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-east | 18.0961 | 145.7649 | pacific | 2.1843 | 319.1744 | 320.7833 | 319.1744 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-north | 18.1679 | 145.7949 | pacific | 0.7312 | 327.2013 | 328.7940 | 327.2013 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-south | 18.0456 | 145.7062 | pacific | 1.6958 | 313.5620 | 315.2037 | 313.5620 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-west | 18.1201 | 145.7547 | pacific | 0.3276 | 321.8369 | 323.4515 | 321.8369 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| saipan-east | 15.2587 | 145.8157 | pacific | 0.3453 | 9.4013 | 8.7508 | 8.7508 | 1661.4802 | 7620.7097 | 53178.9814 | 53178.9814 |
| saipan-northwest | 15.2572 | 145.7667 | pacific | 0.2303 | 4.8799 | 5.3946 | 4.8799 | 3975.5045 | 20274.3834 | 53178.9814 | 53178.9814 |
| saipan-south | 15.0979 | 145.7434 | pacific | 0.1754 | 14.2589 | 12.6325 | 12.6325 | 6906.8541 | 33084.5755 | 53178.9814 | 53178.9814 |
| saipan-west | 15.1564 | 145.6897 | pacific | 0.2312 | 9.1153 | 8.9338 | 8.9338 | 23871.8189 | 44739.5081 | 53178.9814 | 53178.9814 |
| hawaii-north | 20.2638 | -155.8674 | pacific | 0.0801 | 102.2096 | 70.6999 | 70.6999 | 1552.1041 | 5469.5194 | 34829.1877 | 257520.2750 |
| hawaii-west | 19.2443 | -155.9003 | pacific | 0.0624 | 102.7459 | 44.7390 | 44.7390 | 482.5357 | 1578.6934 | 55158.9708 | 160424.5612 |
| oahu-east | 21.4797 | -157.7830 | pacific | 2.9881 | 21.1340 | 21.0940 | 21.0940 | 3653.2087 | 82360.9831 | 1006900.6897 | 1014230.3045 |
| oahu-north | 21.5909 | -158.1747 | pacific | 0.5327 | 44.1567 | 18.4253 | 18.4253 | 3394.7903 | 10822.3555 | 857408.3451 | 1006908.6371 |
| oahu-south | 21.2884 | -157.8653 | pacific | 0.2750 | 2.4960 | 1.8232 | 1.8232 | 186392.6575 | 367667.7396 | 1006884.9168 | 1014222.9209 |
| oahu-west | 21.5341 | -158.2344 | pacific | 0.3390 | 44.9189 | 22.0740 | 22.0740 | 281.1310 | 13926.5492 | 791421.8300 | 1006908.6371 |
| pearlHermes-south | 27.7824 | -175.8820 | pacific | 148.9444 | 1786.9759 | 1784.4486 | 1784.4486 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pearlHermes-west | 27.7931 | -175.9974 | pacific | 137.8364 | 1798.1576 | 1795.6322 | 1795.6322 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| jarvis-south | -0.3823 | -160.0031 | pacific | 0.9892 | 1941.0096 | 1655.2227 | 1655.2227 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| jarvis-west | -0.3690 | -160.0081 | pacific | 0.4019 | 1941.8630 | 1655.5765 | 1655.5765 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| palmyra-east | 5.8638 | -162.0306 | pacific | 3.5324 | 1716.1266 | 1665.2395 | 1665.2395 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| palmyra-north | 5.8973 | -162.0782 | pacific | 0.7948 | 1715.0234 | 1663.8248 | 1663.8248 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| palmyra-west | 5.8832 | -162.1332 | pacific | 3.3270 | 1719.0747 | 1667.6352 | 1667.6352 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-east | 19.3062 | 166.6511 | pacific | 0.9555 | 2265.1653 | 1449.8865 | 1449.8865 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-north | 19.3160 | 166.6272 | pacific | 1.3926 | 2262.8449 | 1451.8180 | 1451.8180 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-south | 19.2807 | 166.6278 | pacific | 0.1135 | 2262.3380 | 1448.1336 | 1448.1336 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-west | 19.3163 | 166.5982 | pacific | 4.0085 | 2259.8407 | 1452.9511 | 1452.9511 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| ofu-north | -14.1578 | -169.6744 | pacific | 1.4235 | 110.0087 | 112.0437 | 110.0087 | 94.5409 | 250.6376 | 1092.6667 | 5983.4973 |
| ofu-south | -14.1733 | -169.6419 | pacific | 0.1076 | 113.3033 | 115.3372 | 113.3033 | 249.9128 | 250.6376 | 1092.6667 | 1842.0556 |
| tau-north | -14.2124 | -169.4407 | pacific | 2.0237 | 134.6007 | 136.6287 | 134.6007 | 278.4084 | 809.5039 | 1092.6667 | 1092.6667 |
| tau-west | -14.2576 | -169.5007 | pacific | 0.5732 | 127.9582 | 129.9786 | 127.9582 | 636.1990 | 842.0291 | 1092.6667 | 1092.6667 |
| tutuila-east | -14.2852 | -170.5640 | pacific | 1.6456 | 13.4096 | 15.3999 | 13.4096 | 5648.4712 | 8698.6475 | 54746.1169 | 56441.7820 |
| tutuila-north | -14.2448 | -170.6524 | pacific | 0.8956 | 5.0353 | 6.8361 | 5.0353 | 6690.7845 | 21175.8085 | 54746.1169 | 62381.3898 |
| tutuila-south | -14.3635 | -170.7630 | pacific | 0.1262 | 12.8108 | 11.4121 | 11.4121 | 21281.2636 | 35985.8507 | 54746.1169 | 66583.7416 |
| tutuila-west | -14.2946 | -170.8120 | pacific | 1.2894 | 13.5622 | 11.5284 | 11.5284 | 2953.5677 | 26490.2097 | 54746.1169 | 74783.9287 |
10.2 Human pressure graphs
10.2.1 Human pressure by loc3
10.2.2 Human pressure all points
10.2.3 Human pressure as gravity index
10.2.4 stats analysis
##
## Call:
## lm(formula = acc_mean ~ omega_loc2 * basin, data = df2, weights = w_accretion)
##
## Weighted Residuals:
## Min 1Q Median 3Q Max
## -29.649 -13.414 -6.728 16.247 40.002
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 250.70 79.65 3.147 0.00623 **
## omega_loc2 -63.80 21.39 -2.982 0.00880 **
## basinpacific -342.51 86.22 -3.973 0.00109 **
## omega_loc2:basinpacific 93.48 23.28 4.015 0.00100 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 23.17 on 16 degrees of freedom
## Multiple R-squared: 0.5534, Adjusted R-squared: 0.4697
## F-statistic: 6.61 on 3 and 16 DF, p-value: 0.004098
11 Abstract
The remarkable biodiversity of coral reef is a direct result of complex three-dimensional structures that provides shelter to its inhabitants. This calcium carbonate framework - created by corals - forms the foundation for fundamental goods and services, a natural infrastructure for coastal communities worldwide. Importantly, reef framework, the species that dependent on it and the services we rely on, are threatened by myriad stressors which contribute to the global decline of habitat forming species, all the while accelerating the rate at which habitat is eroded away. Survey-based approaches have been used at regional (REF) and global scales (REF), estimating trajectories that are largely negative and insufficient to keep pace with sea level rise (REF). To date, however, the persistence of reef carbonates has yet to be measured across global scales - a critical knowledge gap that has implications for the countless species that rely on coral reefs, including us.